diff --git a/.hypothesis/constants/003410a01fd9a701 b/.hypothesis/constants/003410a01fd9a701
new file mode 100644
index 0000000000000000000000000000000000000000..a8cc57cfd8150022a010f56d56b0181089623411
--- /dev/null
+++ b/.hypothesis/constants/003410a01fd9a701
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/plugin_system/shadow_executor.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.99, 1.0, 1000, 'actual', 'diffs', 'expected', 'file', 'plugin_id', 'shadow.match_rate', 'shadow_error', 'shadow_executor.py', 'shadow_mismatch', 'shadow_timeout']
\ No newline at end of file
diff --git a/.hypothesis/constants/0045139c10fd3d9d b/.hypothesis/constants/0045139c10fd3d9d
new file mode 100644
index 0000000000000000000000000000000000000000..35b124766f7ad44179d3b79410668a89a2d39300
--- /dev/null
+++ b/.hypothesis/constants/0045139c10fd3d9d
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/plugins/zenith/integration/ai/local_minilm/plugin.py
+# hypothesis_version: 6.148.8
+
+[384, '1.0.0', 'Unknown action', 'action', 'ai_embedding', 'all-MiniLM-L6-v2', 'dimensions', 'embed_text', 'embedding', 'error', 'local', 'local_ai', 'local_minilm', 'metadata', 'model', 'model_name', 'official', 'provider', 'text', 'text_analysis', 'v1']
\ No newline at end of file
diff --git a/.hypothesis/constants/03480196525f4a66 b/.hypothesis/constants/03480196525f4a66
new file mode 100644
index 0000000000000000000000000000000000000000..e49fb0ba8984a3a44e83ae5c8e5083294af746e8
--- /dev/null
+++ b/.hypothesis/constants/03480196525f4a66
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/infrastructure/apm_service.py
+# hypothesis_version: 6.148.8
+
+[b'authorization', b'user-agent', b'x-forwarded-for', b'x-real-ip', 0.1, 0.5, 0.95, 0.99, 1.0, 2.0, 80.0, 85.0, 100, 200, 500, 1000, 1024, ',', '/', 'Bearer ', 'USD', 'alerts', 'anonymous', 'api_calls', 'api_response_time', 'apm_service.py', 'avg', 'avg_cpu_percent', 'avg_duration', 'avg_memory_percent', 'avg_response_time', 'body', 'bytes_recv_mb', 'bytes_sent_mb', 'case_created', 'case_type', 'cases_created', 'count', 'cpu', 'cpu_high_events', 'cpu_percent', 'critical', 'currency', 'current_value', 'detection_type', 'disk', 'duration', 'endpoint', 'endpoint_performance', 'error', 'error_metrics', 'error_rate', 'error_type', 'error_types', 'errors_per_hour', 'exported_at', 'failure', 'fast', 'file', 'fraud_confidence', 'fraud_detected', 'fraud_detections', 'frequency_mhz', 'generated_at', 'headers', 'high_cpu_usage', 'high_error_rate', 'high_memory_usage', 'http', 'http.response.body', 'http.response.start', 'is_high', 'is_slow', 'json', 'latest', 'latest_timestamp', 'level', 'login_attempts', 'max', 'max_cpu_percent', 'max_duration', 'max_memory_percent', 'medium', 'memory', 'memory_high_events', 'memory_mb', 'memory_percent', 'message', 'method', 'metric', 'metric_name', 'metric_value', 'min', 'most_common_error', 'name', 'network', 'normal', 'p95_response_time', 'p99_response_time', 'password', 'path', 'percent', 'priority', 'process', 'query_string', 'request_metrics', 'requests_per_minute', 'samples', 'slow', 'slow_requests_count', 'slow_response_time', 'stack_trace', 'standard', 'status', 'status_code', 'status_distribution', 'sub', 'success', 'sum', 'system_metrics', 'tags', 'threshold', 'time_range_hours', 'timestamp', 'total_errors', 'total_gb', 'total_mb', 'total_requests', 'transaction_amount', 'type', 'used_gb', 'used_mb', 'user_id', 'user_registration', 'user_registrations', 'user_type', 'value', 'very_slow', 'warning']
\ No newline at end of file
diff --git a/.hypothesis/constants/0381bf535bf1a626 b/.hypothesis/constants/0381bf535bf1a626
new file mode 100644
index 0000000000000000000000000000000000000000..c0faf3eccb69cb58cddf6cecdc1de242279e7bf2
--- /dev/null
+++ b/.hypothesis/constants/0381bf535bf1a626
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/models/identity.py
+# hypothesis_version: 6.148.8
+
+[100, 255, 'Team', 'User', 'UserDevice', 'UserSession', 'devices', 'extend_existing', 'fido-u2f', 'parent_team', 'sessions', 'teams', 'teams.id', 'user', 'user_devices', 'user_sessions', 'users', 'users.id', 'webauthn_credentials']
\ No newline at end of file
diff --git a/.hypothesis/constants/054dbcefd014bec9 b/.hypothesis/constants/054dbcefd014bec9
new file mode 100644
index 0000000000000000000000000000000000000000..33a647969808ffff0520653d2b62d6876501f205
--- /dev/null
+++ b/.hypothesis/constants/054dbcefd014bec9
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/infrastructure/circuit_breaker.py
+# hypothesis_version: 6.148.8
+
+[0.0, 1.0, 30.0, 60.0, 3600, 'circuit_breaker.py', 'closed', 'config', 'failure_count', 'failure_rate', 'failure_threshold', 'file', 'half_open', 'healthy', 'last_failure_ago', 'last_failure_time', 'name', 'open', 'recovery_timeout', 'state', 'success_count', 'success_threshold', 'timeout']
\ No newline at end of file
diff --git a/.hypothesis/constants/06225ba98df13280 b/.hypothesis/constants/06225ba98df13280
new file mode 100644
index 0000000000000000000000000000000000000000..2b957338ed343f36a30598f5c9dc646f2fdea1f8
--- /dev/null
+++ b/.hypothesis/constants/06225ba98df13280
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/intelligence/forensic_intelligence.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.01, 0.05, 0.1, 0.15, 0.2, 0.25, 0.3, 0.35, 0.4, 0.5, 0.6, 0.7, 0.8, 0.85, 0.9, 0.95, 1.0, 100, 500, 3600, '%H:%M:%S', '*', 'AMAZON*', 'AMZN*', 'APPLE*', 'Account-History Sync', 'Amazon', 'Amount-Pattern Match', 'Apple', 'CLEAN', 'CREDIT', 'DEBIT', 'DOORDASH*', 'DoorDash', 'ERROR', 'GOOGLE*', 'Google', 'HIGH', 'HIGH_RISK', 'INTENT', 'KNOWLEDGE', 'LOW', 'LOW_RISK', 'LYFT*', 'Lyft', 'MEDIUM_RISK', 'MODERATE', 'NEGLIGENCE', 'NO_DATA', 'No content provided', 'PAYPAL*', 'Pattern Recognition', 'PayPal', 'Potential Wash Trade', 'SQ *', 'Square', 'Suspicious Pair', 'UBER*', 'Uber', 'WILLFUL_BLINDNESS', 'account_id', 'acknowledge', 'all_candidates', 'amount', 'analyzed_at', 'anonymous', 'arrange', 'avoid', 'avoidance', 'aware', 'balance', 'bypass', 'candidate', 'category', 'circumvent', 'commingling_ratio', 'compliance', 'conceal', 'confidence', 'confidence_score', 'coordinate', 'count', 'date', 'deposit_amount', 'deposit_date', 'disguise', 'dodge', 'error', 'evade', 'evidence_id', 'evidence_markers', 'file', 'findings', 'frequency', 'hide', 'id', 'illegal', 'is_suspected', 'justification', 'keywords', 'know', 'knowledge', 'label', 'launder', 'legal_theory', 'libr', 'libr_violation_count', 'limit', 'litigation_readiness', 'mask', 'mens_rea', 'mens_rea_matrix', 'merchant', 'message', 'mirror_matcher', 'nominee', 'obfuscation', 'offshore', 'organize', 'original_masked', 'pair_id', 'period', 'plan', 'planning', 'policy', 'prepare', 'primary_intent', 'proxy', 'realize', 'recognize', 'regulation', 'resolved_name', 'schedule', 'score', 'sequence', 'shell', 'smur', 'source', 'split', 'status', 'strategy', 'strftime', 'structure', 'summary', 'threshold', 'time', 'time_gap_seconds', 'timestamp', 'timing', 'transaction_id', 'triangulation', 'triangulation_logic', 'tx1', 'tx2', 'type', 'understand', 'violations']
\ No newline at end of file
diff --git a/.hypothesis/constants/06446272f05f9cbe b/.hypothesis/constants/06446272f05f9cbe
new file mode 100644
index 0000000000000000000000000000000000000000..8f035ff6c04c3080fa54cc10e94a714ffece425b
--- /dev/null
+++ b/.hypothesis/constants/06446272f05f9cbe
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/routers/v1/reconciliation.py
+# hypothesis_version: 6.148.8
+
+[400, 500, '/cash-float', '/items', '/reconciliation', 'Flagged by user', 'discrepancy', 'end_date', 'entity_name', 'matched', 'metadata', 'pending', 'reason', 'reconciliation', 'start_date', 'status_filter', 'user_id']
\ No newline at end of file
diff --git a/.hypothesis/constants/06516106e6c4c919 b/.hypothesis/constants/06516106e6c4c919
new file mode 100644
index 0000000000000000000000000000000000000000..dfa444f80b87589642abb8916a7ad36ba792a873
--- /dev/null
+++ b/.hypothesis/constants/06516106e6c4c919
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/router_registry.py
+# hypothesis_version: 6.148.8
+
+['/api/v1', '/api/v1/docs', '/health', '/health/live', '/health/ready', 'AI Analytics', 'API Documentation', 'Compliance Suite', 'Graph Analytics', 'Health', 'Identity System', 'Integration Layer', 'Intelligence Center', 'Investigation Hub', 'Monitoring', 'Platform Admin', 'Reconciliation', 'alive', 'healthy', 'ready', 'service', 'status', 'timestamp']
\ No newline at end of file
diff --git a/.hypothesis/constants/075f1cfdfb2c6b0b b/.hypothesis/constants/075f1cfdfb2c6b0b
new file mode 100644
index 0000000000000000000000000000000000000000..dde737b6552b0525dbc727d9204a037f8e8c92a3
--- /dev/null
+++ b/.hypothesis/constants/075f1cfdfb2c6b0b
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/routers/v1/compliance.py
+# hypothesis_version: 6.148.8
+
+[100, 404, 500, 1000, '/alerts', '/audit', '/audit/export', '/audit/logs', '/check', '/compliance', '/health', '/regulatory/query', '/reports/generate', '/reports/goaml', '/reports/regulatory', '/reports/scheduled', '/sanctions', '/sar', '/security/csrf/token', '/security/incidents', '/security/policies', '/security/stats', '/security/threats', 'Additional filters', 'Affected systems', 'Alert not found', 'End date filter', 'Filter by action', 'Filter by entity ID', 'Filter by severity', 'Filter by status', 'Filter by user', 'GOAML report type', 'ID', 'Incident description', 'Incident title', 'Not found', 'Output format', 'Policy description', 'Policy name', 'Report parameters', 'SAR', 'SAR filing failed', 'Start date filter', 'Type of entity', 'Type of report', 'action', 'active_policies', 'active_threats', 'alerts', 'aml', 'case_id', 'check_id', 'compliance', 'compliance-suite', 'compliance_check', 'compliance_score', 'count', 'description', 'documents', 'end_date', 'entity_id', 'entity_type', 'filed', 'filed_at', 'filed_by', 'filters', 'healthy', 'id', 'incidents_today', 'json', 'limit', 'logs', 'medium', 'message', 'offset', 'pd', 'policies', 'query', 'recommendations', 'results', 'sanctions', 'sar_id', 'service', 'severity', 'sources', 'start_date', 'status', 'threats', 'timestamp', 'token', 'total', 'transaction', 'type', 'user_id', 'valid', 'violations']
\ No newline at end of file
diff --git a/.hypothesis/constants/0781a9b0282c64f6 b/.hypothesis/constants/0781a9b0282c64f6
new file mode 100644
index 0000000000000000000000000000000000000000..4dc50c9695d51a41a035030a9a5cb423ac25be91
--- /dev/null
+++ b/.hypothesis/constants/0781a9b0282c64f6
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/routers/v1/identity.py
+# hypothesis_version: 6.148.8
+
+[400, 401, 403, 404, 500, 1000, 3600, '/auth/login', '/auth/logout', '/auth/refresh', '/auth/register', '/csrf-token', '/health', '/identity', '/mfa/enable', '/mfa/verify', '/teams', '/users', '/users/me', '/users/register', '/users/{user_id}', '/validate-csr', '/webauthn/register', 'Access denied', 'Active status', 'Attestation object', 'Authenticator data', 'Bearer', 'CSRF token generated', 'Challenge string', 'Client data JSON', 'Credential ID', 'Credential type', 'Email address', 'Filter by role', 'Full name', 'Invalid MFA code', 'Invalid token', 'Invalid token type', 'Login failed', 'Logout failed', 'MFA enable failed', 'Not found', 'Parent team ID', 'Password', 'Raw credential ID', 'Signature', 'Team creation failed', 'Team description', 'Team listing failed', 'Team name', 'Token refresh failed', 'User creation failed', 'User listing failed', 'User not found', 'User role', 'User update failed', 'Username', 'Username or email', 'WWW-Authenticate', 'access_token', 'admin', 'attestationObject', 'authenticatorData', 'bearer', 'clientDataJSON', 'count', 'created_at', 'credential_id', 'credentials', 'cross-platform', 'csrf_token', 'description', 'device_info', 'email', 'enrollment_id', 'error', 'expires_in', 'fallback', 'fallback_method', 'fallback_to_password', 'full_name', 'healthy', 'id', 'identity', 'identity-system', 'instructions', 'ip', 'is_active', 'last_login', 'lax', 'limit', 'member', 'message', 'mfa_temp', 'not_requested', 'offset', 'options', 'password', 'rawId', 'reason', 'refresh', 'refresh_token', 'role', 'service', 'signature', 'skipped', 'status', 'sub', 'success', 'super_admin', 'teams', 'timestamp', 'token_type', 'total', 'type', 'unknown', 'user', 'user_choice', 'username', 'users', 'valid', 'verified', 'webauthn_enabled', 'webauthn_enrollment', 'zenith_access_token', 'zenith_refresh_token']
\ No newline at end of file
diff --git a/.hypothesis/constants/0799680bc4d0f181 b/.hypothesis/constants/0799680bc4d0f181
new file mode 100644
index 0000000000000000000000000000000000000000..09465fae7801d158b91311996b0133e79364c7f6
--- /dev/null
+++ b/.hypothesis/constants/0799680bc4d0f181
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/bulk_operations_service.py
+# hypothesis_version: 6.148.8
+
+['ARCHIVED', 'Assignee not found', 'User not found', 'archive', 'archived_count', 'assign', 'assigned_count', 'assignee_id', 'case_count', 'completed', 'delete', 'deleted_count', 'errors', 'export', 'export_data', 'exported_at', 'failed', 'format', 'processed', 'reason', 'status', 'success', 'updated_at']
\ No newline at end of file
diff --git a/.hypothesis/constants/0b1ea84d7544a177 b/.hypothesis/constants/0b1ea84d7544a177
new file mode 100644
index 0000000000000000000000000000000000000000..5b00a6d73aff9bce984ee5d4e84c7ae38182d06c
--- /dev/null
+++ b/.hypothesis/constants/0b1ea84d7544a177
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/business/asset_service.py
+# hypothesis_version: 6.148.8
+
+[0.0, 'IDR', 'asset_name', 'asset_type', 'by_status', 'by_type', 'certificate_number', 'currency', 'description', 'estimated_value', 'location', 'metadata', 'metadata_json', 'owner_entity_id', 'pending', 'status', 'total_assets', 'total_value', 'valuation_date']
\ No newline at end of file
diff --git a/.hypothesis/constants/0b61c95123f61e46 b/.hypothesis/constants/0b61c95123f61e46
new file mode 100644
index 0000000000000000000000000000000000000000..d400c682a68e055b2b4a8db1f3f96c60f185e6da
--- /dev/null
+++ b/.hypothesis/constants/0b61c95123f61e46
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/plugin_system/interface.py
+# hypothesis_version: 6.148.8
+
+[]
\ No newline at end of file
diff --git a/.hypothesis/constants/0c264293579d41a7 b/.hypothesis/constants/0c264293579d41a7
new file mode 100644
index 0000000000000000000000000000000000000000..3bb7f274bb39830b696f13d41407ade43174541d
--- /dev/null
+++ b/.hypothesis/constants/0c264293579d41a7
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/intelligence/evidence_service.py
+# hypothesis_version: 6.148.8
+
+[-1.0, 0.0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 0.95, 1.0, 100.0, 1000.0, 100, 120, 200, 255, 305, 1000, 1080, 1920, 4096, 5000, 10000, 36867, 36868, 44100, '.csv', '.md', '.txt', '.wav', '/', '/Author', '/Producer', '/Subject', '/Title', 'Image.Image', 'JPEG', 'Likely re-compressed', 'RGB', 'Unknown', '\\$[\\\\d,]+\\.?\\d*', '\\b\\d{10,16}\\b', 'account_number', 'amount', 'application/json', 'application/msword', 'application/pd', 'application/zip', 'approved', 'archive', 'archive_type', 'aspect_ratio', 'audio', 'audio/aac', 'audio/flac', 'audio/midi', 'audio/mp4', 'audio/mpeg', 'audio/ogg', 'audio/wav', 'audio/webm', 'audio/x-ms-wma', 'audio_fps', 'authenticity_score', 'author', 'avg_brightness', 'bad', 'bit_depth', 'by_type', 'channels', 'characters', 'column_names', 'columns', 'compressed_size', 'compression_ratio', 'confidence', 'confirmed', 'contrast', 'count', 'currency', 'customer_name', 'dBFS', 'data_types', 'date', 'date_consistency', 'date_time', 'denied', 'document', 'duration_seconds', 'ela_error', 'ela_score', 'email', 'enable_ocr', 'encoding', 'end_offset', 'eng', 'error', 'error_rate', 'errors', 'evidence_service.py', 'excellent', 'extracted_text', 'failed', 'file', 'file_path', 'file_size_bytes', 'file_type', 'filename', 'files', 'forensic_artifact', 'forensic_hash', 'forensic_hashing', 'forensic_indicators', 'forensics_error', 'format', 'fps', 'frame_analysis', 'frame_count', 'fraud', 'fraud_amount', 'gimp', 'good', 'has_audio', 'has_exi', 'height', 'high', 'ignore', 'image', 'image/bmp', 'image/gi', 'image/jpeg', 'image/png', 'image/ti', 'image/webp', 'key_entities', 'last_modified', 'likely_compressed', 'lines', 'low', 'manipulation_score', 'max_dBFS', 'max_file_size', 'media_type', 'metadata', 'metadata_error', 'mode', 'noise_analysis_error', 'noise_level', 'note', 'np.ndarray', 'ocr_error', 'pages', 'paint', 'paragraphs', 'phone', 'photoshop', 'presentation', 'processing_timestamp', 'processing_tool', 'producer', 'quality_score', 'r', 'rb', 'rejected', 'resolution', 'rows', 'sample_rate', 'sentiment_score', 'sharpness_score', 'size', 'slides', 'standardized_amount', 'start_offset', 'subject', 'success', 'suspicious', 'suspicious_software', 'tables', 'text', 'text/csv', 'text/html', 'text/markdown', 'text/plain', 'throughput', 'title', 'total_files', 'total_processed', 'total_time', 'type', 'unknown', 'utf-8', 'value', 'verified', 'video', 'video/3gpp', 'video/avi', 'video/flv', 'video/mkv', 'video/mov', 'video/mp4', 'video/ogg', 'video/ts', 'video/webm', 'video/wmv', 'video_metadata', 'wav', 'width', 'zip']
\ No newline at end of file
diff --git a/.hypothesis/constants/0d6ca1276b0d05d5 b/.hypothesis/constants/0d6ca1276b0d05d5
new file mode 100644
index 0000000000000000000000000000000000000000..855e612355cac7fe18349b74d5c7bc3376d65d6e
--- /dev/null
+++ b/.hypothesis/constants/0d6ca1276b0d05d5
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/intelligence/geocoding_service.py
+# hypothesis_version: 6.148.8
+
+[-118.2437, -98.5795, -87.6298, -74.006, -33.8688, -25.2744, -3.436, -0.1278, 0.1, 0.3, 0.5, 0.7, 0.9, 1.0, 1.3521, 2.2137, 2.3522, 10.4515, 12.9716, 19.076, 20.5937, 22.3193, 28.7041, 31.2304, 34.0522, 35.6762, 35.8617, 36.2048, 39.8283, 39.9042, 40.7128, 41.8781, 46.2276, 48.8566, 51.1657, 51.5074, 55.3781, 72.8777, 77.1025, 77.5946, 78.9629, 103.8198, 104.1954, 114.1694, 116.4074, 120.0, 121.4737, 133.7751, 138.2529, 139.6503, 151.2093, 200, 'Australia', 'Bangalore', 'Beijing', 'Berlin', 'Canberra', 'Chicago', 'China', 'Delhi', 'France', 'Germany', 'Hong Kong', 'India', 'Japan', 'LDN', 'London', 'Los Angeles', 'Mumbai', 'NYC', 'New York', 'PAR', 'Paris', 'SGP', 'Shanghai', 'Singapore', 'Sydney', 'TGT-0922', 'TKY', 'Tokyo', 'United Kingdom', 'United States', 'User-Agent', 'WMT-5421', 'Washington DC', 'addressdetails', 'australia', 'bangalore, india', 'beijing, china', 'cached_locations', 'china', 'delhi, india', 'file', 'format', 'france', 'geocoding_service.py', 'germany', 'hong kong, china', 'india', 'japan', 'json', 'lat', 'limit', 'lng', 'lon', 'mumbai, india', 'paris, france', 'q', 'shanghai, china', 'singapore', 'singapore, singapore', 'sydney, australia', 'tokyo, japan', 'united kingdom', 'united states']
\ No newline at end of file
diff --git a/.hypothesis/constants/0d816a16b95d9126 b/.hypothesis/constants/0d816a16b95d9126
new file mode 100644
index 0000000000000000000000000000000000000000..d93e205d6bdcc2c35a5b72e2b30aabcfa076ce28
--- /dev/null
+++ b/.hypothesis/constants/0d816a16b95d9126
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/core/exceptions.py
+# hypothesis_version: 6.148.8
+
+['AUTH_ERROR', 'BUSINESS_LOGIC_ERROR', 'DATA_INTEGRITY_ERROR', 'INTEGRATION_ERROR', 'INTERNAL_ERROR', 'NOT_FOUND', 'PERMISSION_ERROR', 'SERVICE_ERROR', 'SIMULATION_ERROR', 'VALIDATION_ERROR', 'id', 'resource']
\ No newline at end of file
diff --git a/.hypothesis/constants/0f98fab85880d449 b/.hypothesis/constants/0f98fab85880d449
new file mode 100644
index 0000000000000000000000000000000000000000..00007c3a19782bcd3f556125029d5445f7d2b9e1
--- /dev/null
+++ b/.hypothesis/constants/0f98fab85880d449
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/fraud/fraud_service.py
+# hypothesis_version: 6.148.8
+
+[0.0, '0s', '1.2h', 'Case not found', 'alerts', 'alerts_generated', 'amount', 'case_id', 'confidence', 'created_at', 'critical', 'description', 'details', 'error', 'file', 'fraud_rule', 'fraud_service.py', 'high', 'high_risk_alerts', 'id', 'merchant', 'open', 'recommendations', 'resolved', 'resolved_alerts', 'risk_score', 'rule_name', 'severity', 'status', 'timestamp', 'total_cases_analyzed', 'transaction_ids']
\ No newline at end of file
diff --git a/.hypothesis/constants/1148c4dcc9fef402 b/.hypothesis/constants/1148c4dcc9fef402
new file mode 100644
index 0000000000000000000000000000000000000000..e1c9d66a86f42fd7bd725ab8345c6a7a886e6f36
--- /dev/null
+++ b/.hypothesis/constants/1148c4dcc9fef402
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/ai/intelligence_methods/multi_source_fusion.py
+# hypothesis_version: 6.148.8
+
+[0.1, 0.2, 0.25, 0.3, 0.5, 'confidence', 'confidence_score', 'consensus_findings', 'count', 'data', 'external', 'finding', 'findings', 'fused_risk_score', 'fusion_timestamp', 'key_findings', 'knowledge_graph', 'plugin', 'real_time_learning', 'risk_score', 'source_summary', 'sources', 'sources_count', 'timestamp']
\ No newline at end of file
diff --git a/.hypothesis/constants/1304ff2290dc1565 b/.hypothesis/constants/1304ff2290dc1565
new file mode 100644
index 0000000000000000000000000000000000000000..533ccc4c2824ef9a77d7bb788465c3c5c34007e0
--- /dev/null
+++ b/.hypothesis/constants/1304ff2290dc1565
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/routers/v1/monitoring.py
+# hypothesis_version: 6.148.8
+
+[2.5, 200, 300, 503, '/alerts', '/alerts/history', '/alerts/summary', '/health', '/metrics/summary', '/monitoring', '/rules', '/status', '/test', '/test-alert', 'TEST', 'active_alerts', 'api_error_rate', 'api_requests_total', 'api_response_time', 'auth_failure_rate', 'by_severity', 'cache', 'components', 'condition', 'critical', 'database', 'db_slow_query_rate', 'degraded', 'description', 'enabled', 'error', 'healthy', 'id', 'info', 'labels', 'memory_usage', 'message', 'method', 'metric_name', 'metric_value', 'monitoring', 'name', 'path', 'poor', 'recently_resolved', 'resolved_at', 'rule_id', 'severity', 'status', 'system_health', 'threshold', 'total_active', 'triggered_at', 'uptime_seconds', 'warning']
\ No newline at end of file
diff --git a/.hypothesis/constants/13df9bca32c84f5d b/.hypothesis/constants/13df9bca32c84f5d
new file mode 100644
index 0000000000000000000000000000000000000000..6e10d0fb4af6112dde13f5f53e05b1683e49509d
--- /dev/null
+++ b/.hypothesis/constants/13df9bca32c84f5d
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/infrastructure/performance_monitor.py
+# hypothesis_version: 6.148.8
+
+[0.03, 0.1, 0.5, 0.78, 0.8, 0.82, 0.85, 0.95, 1.0, 1.5, 2.0, -100, 100, 300, 400, 500, 1000, 1024, 1500, 2000, 3000, 5000, '/', '10GB/day', '90_days', 'CRITICAL', 'DEBUG', 'Database Team', 'DevOps Team', 'Development Team', 'Disk usage above 90%', 'ENVIRONMENT', 'ERROR', 'INFO', 'Infrastructure Team', 'Security Team', 'WARNING', 'acceptable', 'accuracy', 'actions', 'active_workflows', 'adaptive', 'advanced', 'advanced_features', 'advanced_logging', 'alert_effectiveness', 'alert_integration', 'alerts_active', 'alerts_summary', 'analysis_complete', 'analytics_enabled', 'analytics_features', 'analyzing', 'anomaly', 'anomaly_detection', 'api_calls', 'api_calls_tracked', 'application', 'assigned_team', 'automated_actions', 'automated_responses', 'avg', 'baseline_key', 'baselines', 'circuit_breaker_open', 'closed', 'communication_log', 'condition', 'confidence_score', 'configuration_error', 'containment_complete', 'contributing_factors', 'count', 'cpu', 'cpu_average', 'cpu_count', 'cpu_forecast', 'cpu_percent', 'cpu_usage', 'critical', 'critical_issues', 'current_cpu', 'current_memory', 'current_metrics', 'current_status', 'database', 'database_contention', 'db_queries_tracked', 'decreasing', 'dependency_failure', 'detected_at', 'development', 'disk_free_gb', 'disk_usage', 'enable_degraded_mode', 'enabled', 'endpoint', 'error_rate', 'error_rate_forecast', 'escalation_time', 'excellent', 'execution_time_ms', 'features_enabled', 'file', 'generated_at', 'getloadavg', 'good', 'high', 'high_cpu_usage', 'high_disk_usage', 'high_error_rate', 'high_memory_usage', 'high_process_count', 'horizon', 'id', 'immediate', 'in', 'incident_id', 'increasing', 'initialized', 'is_error', 'last_updated', 'load_average', 'log_aggregation', 'log_incident', 'log_levels', 'log_volume_handled', 'logging_config', 'low_disk_space', 'manual_steps', 'max', 'medium', 'memory', 'memory_average', 'memory_forecast', 'memory_percent', 'memory_pressure', 'memory_total_gb', 'memory_usage', 'memory_used_gb', 'message', 'method', 'metric', 'metrics_collected', 'metrics_summary', 'min', 'monitoring_active', 'monitoring_level', 'network', 'network_connections', 'network_issues', 'notify_devops', 'open', 'overall_health', 'performance', 'performance_trends', 'period_analyzed', 'predicted_impact', 'predictive', 'predictive_alerting', 'predictive_insights', 'predictive_models', 'prevention_measures', 'primary_cause', 'process_count', 'production', 'query_performance', 'query_type', 'recent_alerts', 'recommendations', 'recommended_action', 'recommended_actions', 'resolution_complete', 'resource_contention', 'response_time', 'response_time_ms', 'retention_policy', 'root_cause_analysis', 'security', 'security_alert', 'security_breach', 'service_down', 'service_unavailable', 'severity', 'slow_api_responses', 'stable', 'status', 'status_code', 'structured_logging', 'sub_100ms', 'success', 'summary', 'system_health_score', 'timeframe', 'timeline', 'timestamp', 'trends', 'trigger', 'type', 'unknown', 'uptime_seconds', 'uptime_status', 'warning', 'warnings', 'within_24_hours']
\ No newline at end of file
diff --git a/.hypothesis/constants/17e574ff556e249f b/.hypothesis/constants/17e574ff556e249f
new file mode 100644
index 0000000000000000000000000000000000000000..d2e70c662b257c79dc26d517d89dbc1bea062bc8
--- /dev/null
+++ b/.hypothesis/constants/17e574ff556e249f
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/repositories/fraud.py
+# hypothesis_version: 6.148.8
+
+[80.0, 100, 300, 3600, 'alert_metadata', 'case_alerts', 'fraud_alert', 'id', 'metadata_json', 'rule_name', 'title']
\ No newline at end of file
diff --git a/.hypothesis/constants/18bc99faa11213f4 b/.hypothesis/constants/18bc99faa11213f4
new file mode 100644
index 0000000000000000000000000000000000000000..00007c3a19782bcd3f556125029d5445f7d2b9e1
--- /dev/null
+++ b/.hypothesis/constants/18bc99faa11213f4
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/fraud/fraud_service.py
+# hypothesis_version: 6.148.8
+
+[0.0, '0s', '1.2h', 'Case not found', 'alerts', 'alerts_generated', 'amount', 'case_id', 'confidence', 'created_at', 'critical', 'description', 'details', 'error', 'file', 'fraud_rule', 'fraud_service.py', 'high', 'high_risk_alerts', 'id', 'merchant', 'open', 'recommendations', 'resolved', 'resolved_alerts', 'risk_score', 'rule_name', 'severity', 'status', 'timestamp', 'total_cases_analyzed', 'transaction_ids']
\ No newline at end of file
diff --git a/.hypothesis/constants/1ae2c4607d134180 b/.hypothesis/constants/1ae2c4607d134180
new file mode 100644
index 0000000000000000000000000000000000000000..b1cf70481f4e04d64e5e78c1dc1c4e59e59154ef
--- /dev/null
+++ b/.hypothesis/constants/1ae2c4607d134180
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/middleware/audit_middleware.py
+# hypothesis_version: 6.148.8
+
+[400, '/docs', '/health', '/metrics', '/openapi.json', '/redoc', 'GET', 'HEAD', 'OPTIONS', 'client_host', 'query_params', 'user', 'user-agent']
\ No newline at end of file
diff --git a/.hypothesis/constants/1bcc79403aa2860c b/.hypothesis/constants/1bcc79403aa2860c
new file mode 100644
index 0000000000000000000000000000000000000000..2084fb135796f7cec123167ed61262268bc92226
--- /dev/null
+++ b/.hypothesis/constants/1bcc79403aa2860c
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/routers/platform_admin.py
+# hypothesis_version: 6.148.8
+
+[-5.2, 0.3, 1.2, 4.2, 12.5, 98.5, 85000.0, 100000.0, 125000.5, 100, 120, 168, 200, 403, 404, 500, 503, 1000, '/backup/create', '/backup/list', '/config', '/health', '/health/ai-analytics', '/health/compliance', '/health/fast', '/health/identity', '/health/integration', '/health/intelligence', '/health/live', '/health/ready', '/health/startup', '/logging/error', '/logging/performance', '/operations/logs', '/operations/tasks', '/platform-admin', '/system/health', '/system/maintenance', '/system/metrics', '/users', '1.0.0', '1h', '2025-12-19T06:00:00Z', '24h', '99.99%', '<1', 'APP_VERSION', 'Additional context', 'Alert status filter', 'Browser user agent', 'Case Backlog Warning', 'Compress backup', 'Config update failed', 'Configuration key', 'Configuration value', 'Connection timeout', 'ENVIRONMENT', 'End time filter', 'Error category', 'Error message', 'Error name/type', 'Error severity level', 'Failed to log error', 'Failed to log metric', 'Fast Health Check', 'Filter by log level', 'Filter by role', 'Filter by service', 'Filter by status', 'Filter by task type', 'Liveness Probe', 'Log retrieval failed', 'Metric value', 'Not found', 'Readiness Probe', 'Revenue Drop Alert', 'Stack trace', 'Start time filter', 'Startup Probe', 'System is healthy', 'Table name', 'User ID if available', 'User listing failed', 'User not found', 'acknowledged', 'acknowledged_by', 'active', 'active_cases', 'admin', 'ai-analytics', 'alert_001', 'alert_002', 'alert_id', 'alive', 'all', 'analysis', 'api_responsiveness', 'application/json', 'backups', 'btree', 'cache', 'case_backlog', 'category', 'change', 'client', 'client_timestamp', 'columns', 'compliance-suite', 'component', 'components', 'connection_tested', 'content', 'context', 'count', 'data', 'database', 'database_unhealthy', 'degraded', 'description', 'details', 'development', 'end_time', 'endpoints_tested', 'environment', 'error', 'error_message', 'error_name', 'example', 'fraud_detection_rate', 'frontend_error', 'generated_at', 'health', 'health/live', 'health/ready', 'healthy', 'high', 'host', 'identity-system', 'index_type', 'integration-layer', 'intelligence-center', 'investigation-hub', 'ip', 'level', 'limit', 'logged', 'logs', 'medium', 'message', 'metric_name', 'metric_value', 'metrics', 'monitoring', 'not_configured', 'not_ready', 'offset', 'performance_metric', 'period', 'platform-admin', 'ready', 'reason', 'recommendations', 'response_time_ms', 'result', 'revenue', 'role', 'server_timestamp', 'service', 'session_id', 'severity', 'stack_trace', 'start_time', 'started', 'statistics', 'status', 'storage', 'success', 'super_admin', 'table', 'tasks', 'time_range', 'time_range_hours', 'timestamp', 'total', 'total_revenue', 'type', 'unhealthy', 'unknown', 'uptime_target', 'url', 'user_agent', 'user_id', 'user_satisfaction', 'users', 'value', 'version', 'zenith-api']
\ No newline at end of file
diff --git a/.hypothesis/constants/1bdb5f61a9aa3e78 b/.hypothesis/constants/1bdb5f61a9aa3e78
new file mode 100644
index 0000000000000000000000000000000000000000..ce23665a096be529eca09ac2ed43e75243bfbcd3
--- /dev/null
+++ b/.hypothesis/constants/1bdb5f61a9aa3e78
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/intelligence/metadata_extraction_service.py
+# hypothesis_version: 6.148.8
+
+[0.0, 100, 1080, 1920, 4096, '...', '1.7', 'Author name changed', 'Document Author', 'Microsoft Word', 'Unknown', 'acrobat pro', 'application/pd', 'author', 'content_hash', 'copy', 'created', 'discrepancies', 'doc_a', 'doc_b', 'field', 'gimp', 'hash_match', 'high', 'image', 'image/jpeg', 'image/png', 'image/ti', 'medium', 'missing_author', 'pd', 'photoshop', 'print', 'rb', 'risk_score', 'sRGB', 'severity', 'software', 'tamper_indicators']
\ No newline at end of file
diff --git a/.hypothesis/constants/1c661c49380fd649 b/.hypothesis/constants/1c661c49380fd649
new file mode 100644
index 0000000000000000000000000000000000000000..5c49f4f5585d86a7dac118a44e9ff5d7cc31dba7
--- /dev/null
+++ b/.hypothesis/constants/1c661c49380fd649
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/infrastructure/auth_service.py
+# hypothesis_version: 6.148.8
+
+[0.5, '(.)\\1{2,}', '(\\w)\\1{2,}', '..', '123456', 'JWT decode failed', 'Not authenticated', 'RS256', '[A-Z]', '[a-z]', '\\d', '_baseline_name', 'abc123', 'access', 'access_token', 'account_locked', 'account_lockout', 'account_unlocked', 'action', 'admin', 'admin_manual', 'aud', 'auth_extension', 'auto', 'backend', 'category', 'code', 'db_service', 'delete', 'email', 'error', 'exp', 'expected', 'failed_attempts', 'fgp', 'get_db', 'get_user', 'got', 'high', 'iat', 'id', 'info', 'invalid_password', 'ip', 'is_active', 'iss', 'issues', 'jti', 'last_activity_at', 'last_login', 'locked', 'lockout_minutes', 'lockout_until', 'login', 'login_attempt', 'login_failed', 'login_success', 'low', 'max_attempts', 'medium', 'message', 'method', 'no_db_service', 'password', 'pbkdf2_sha256', 'qwerty', 'rate_limit_exceeded', 'read', 'reason', 'redis', 'refresh', 'role', 'security_alert', 'security_error', 'security_monitoring', 'severity', 'strength_level', 'strength_score', 'strong', 'sub', 'system', 'type', 'unknown', 'user', 'user-agent', 'user_distributed', 'user_not_found', 'username', 'valid', 'verify_aud', 'weak', 'welcome', 'write', 'zenith', 'zenith-api']
\ No newline at end of file
diff --git a/.hypothesis/constants/1c6989880c1febab b/.hypothesis/constants/1c6989880c1febab
new file mode 100644
index 0000000000000000000000000000000000000000..e63c34266b92c7ecb34e9a218f8f172cf809517f
--- /dev/null
+++ b/.hypothesis/constants/1c6989880c1febab
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/main.py
+# hypothesis_version: 6.148.8
+
+[0.15, 1.5, 1.6, 1.7, 1.8, 100, 150, 200, 401, 403, 404, 450, 500, 503, 1800, 8000, 86400, '../frontend/dist', '/', '/analytics/journey', '/analytics/track', '/api/debug-env', '/api/redis-test', '/docs', '/health', '/health/live', '/health/ready', '/metrics', '/redoc', '0.0.0.0', '1.0.0', '100/minute', '30', '60', 'Accept', 'Accept-Encoding', 'Accept-Language', 'An error occurred', 'Authorization', 'Check system logs', 'Content-Type', 'Cookie', 'DATABASE_URL', 'DATABASE_URL_SET', 'DELETE', 'ENVIRONMENT', 'FIELD_ENCRYPTION_KEY', 'GET', 'HOST', 'JWT_SECRET_KEY', 'JWT_SECRET_KEY_LEN', 'KV_URL', 'KV_URL_SET', 'OPTIONS', 'PORT', 'POST', 'PUT', 'PYTHON_VERSION', 'REDIS_URL', 'REDIS_URL_SET', 'Retry-After', 'SECRET_KEY', 'SECRET_KEY_LEN', 'TESTING', 'X-API-Key', 'X-CSRF-Token', 'X-Requested-With', '__main__', 'active_alerts', 'alerts', 'alive', 'anonymous', 'api.zenith.com', 'api_error', 'async_db', 'avg_session_duration', 'background_jobs', 'baselines', 'boot_integrity', 'bounce_rate', 'cache', 'case_creation', 'checks', 'client_ip', 'config', 'connected', 'cpu', 'critical', 'current', 'dashboard_view', 'database', 'database_init', 'degraded', 'detail', 'details', 'development', 'disabled', 'docs', 'drop_off_points', 'error', 'event', 'evidence_processing', 'evidence_upload', 'failed', 'false', 'fraud_analysis', 'funnel_analysis', 'get_funnel_analysis', 'good', 'grace_period', 'headers', 'health', 'healthy', 'http_exception', 'index.html', 'info', 'initialized', 'initiated', 'item', 'journey', 'locale', 'localhost', 'logging', 'login', 'main:app', 'memory', 'message', 'method', 'needs_attention', 'newrelic.ini', 'not_ready', 'now', 'path', 'performance', 'performance_score', 'production', 'prometheus', 'ready', 'recommendations', 'redis', 'request_id', 'result', 'sentry_init', 'service', 'session_analytics', 'sessions', 'shutdown', 'shutdown_complete', 'shutdown_error', 'shutdown_phase', 'starlette_exception', 'started', 'startup', 'startup_phase', 'status', 'status_code', 'step_conversion', 'success', 'summary', 'system_boot', 'system_health', 'testclient', 'testserver', 'timestamp', 'total_sessions', 'total_users', 'traceback', 'tracked', 'true', 'type', 'unexpected_error', 'unhealthy', 'user_analytics', 'version', 'warning', 'zenith-backend']
\ No newline at end of file
diff --git a/.hypothesis/constants/1c809864dd4da83c b/.hypothesis/constants/1c809864dd4da83c
new file mode 100644
index 0000000000000000000000000000000000000000..595d2adee336823e42dd06d09e20b4b2c6a55de4
--- /dev/null
+++ b/.hypothesis/constants/1c809864dd4da83c
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/infrastructure/storage/backup_service.py
+# hypothesis_version: 6.148.8
+
+[0.0, 1024, 4096, '%Y%m%d_%H%M%S', '*', '*.tar.gz', '+00:00', '--version', '.', './data/backups', './data/config', './data/evidence', './restore', '.backup', '.env', '0 2 * * *', '1.0.0', '10', '30', '6', '7', 'Archive is empty', 'BACKUP_DIR', 'BACKUP_SCHEDULE', 'Backup not found', 'CONFIG_DIR', 'DATABASE_PATH', 'Database not found', 'EVIDENCE_DIR', 'MAX_BACKUP_SIZE_GB', 'REMOTE_BACKUP_URL', 'Unknown', 'Z', '_', '_full_', '_inc_', 'actual_hash', 'archive_path', 'backend/main.py', 'backup_chain', 'backup_config', 'backup_dir', 'backup_id', 'backup_metadata.json', 'backup_schedule', 'backup_service.py', 'backup_size', 'backup_stats', 'backups', 'base_backup', 'changes', 'completed', 'components', 'compressed_size', 'compression_level', 'compression_ratio', 'config', 'config_dir', 'config_modified', 'configuration', 'database', 'database.db', 'database_modified', 'database_path', 'duration_seconds', 'electron/main.js', 'encryption_enabled', 'error', 'evidence', 'evidence_dir', 'evidence_modified', 'expected_hash', 'failed_backups', 'false', 'file', 'file_count', 'files', 'full', 'id', 'incremental', 'integrity_hash', 'is_backup_running', 'last_backup_duration', 'last_backup_time', 'last_full_backup', 'max_backup_size_gb', 'metadata', 'node', 'node_version', 'original_size', 'package.json', 'path', 'platform', 'python_version', 'r', 'r:gz', 'rb', 'reason', 'recent_backups', 'remote_backup_url', 'restore_path', 'retention_days', 'scheduled', 'size', 'size_bytes', 'skipped', 'source', 'status', 'success', 'successful_backups', 'system_info', 'system_metadata.json', 'target', 'temp', 'timestamp', 'total_backups', 'total_size', 'total_size_gb', 'true', 'type', 'uname', 'valid', 'version', 'w', 'w:gz']
\ No newline at end of file
diff --git a/.hypothesis/constants/2091d54611870031 b/.hypothesis/constants/2091d54611870031
new file mode 100644
index 0000000000000000000000000000000000000000..de6c09ac18f2242d79ad14c774c7ae8cb1840ecc
--- /dev/null
+++ b/.hypothesis/constants/2091d54611870031
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/routers/admin/platform.py
+# hypothesis_version: 6.148.8
+
+[-5.2, 0.3, 1.2, 4.2, 12.5, 98.5, 85000.0, 100000.0, 125000.5, 100, 120, 168, 200, 403, 404, 500, 503, 1000, '/admin', '/backup/create', '/backup/list', '/config', '/health', '/health/ai-analytics', '/health/compliance', '/health/fast', '/health/identity', '/health/integration', '/health/intelligence', '/health/live', '/health/ready', '/health/startup', '/logging/error', '/logging/performance', '/operations/logs', '/operations/tasks', '/system/health', '/system/maintenance', '/system/metrics', '/users', '1.0.0', '1h', '2025-12-19T06:00:00Z', '24h', '99.99%', '<1', 'ADMIN', 'APP_VERSION', 'Additional context', 'Alert status filter', 'Browser user agent', 'Case Backlog Warning', 'Compress backup', 'Config update failed', 'Configuration key', 'Configuration value', 'Connection timeout', 'ENVIRONMENT', 'End time filter', 'Error category', 'Error message', 'Error name/type', 'Error severity level', 'Failed to log error', 'Failed to log metric', 'Fast Health Check', 'Filter by log level', 'Filter by role', 'Filter by service', 'Filter by status', 'Filter by task type', 'Liveness Probe', 'Log retrieval failed', 'Metric value', 'Not found', 'Readiness Probe', 'Revenue Drop Alert', 'Stack trace', 'Start time filter', 'Startup Probe', 'System is healthy', 'Table name', 'User ID if available', 'User listing failed', 'User not found', 'acknowledged', 'acknowledged_by', 'active', 'active_cases', 'admin', 'admin_id', 'ai-analytics', 'alert_001', 'alert_002', 'alert_id', 'alive', 'all', 'analysis', 'api_responsiveness', 'application/json', 'backups', 'btree', 'cache', 'case_backlog', 'category', 'change', 'client', 'client_timestamp', 'columns', 'compliance-suite', 'component', 'components', 'connection_tested', 'content', 'context', 'count', 'data', 'database', 'database_unhealthy', 'degraded', 'description', 'details', 'development', 'end_time', 'endpoints_tested', 'environment', 'error', 'error_message', 'error_name', 'example', 'fraud_detection_rate', 'frontend_error', 'generated_at', 'health', 'health/live', 'health/ready', 'healthy', 'high', 'host', 'identity-system', 'index_type', 'integration-layer', 'intelligence-center', 'investigation-hub', 'ip', 'level', 'limit', 'logged', 'logs', 'medium', 'message', 'metric_name', 'metric_value', 'metrics', 'monitoring', 'not_configured', 'not_ready', 'offset', 'performance_metric', 'period', 'platform-admin', 'ready', 'reason', 'recommendations', 'response_time_ms', 'result', 'revenue', 'role', 'server_timestamp', 'service', 'session_id', 'severity', 'stack_trace', 'start_time', 'started', 'statistics', 'status', 'storage', 'success', 'super_admin', 'table', 'tasks', 'time_range', 'time_range_hours', 'timestamp', 'total', 'total_revenue', 'type', 'unhealthy', 'unknown', 'uptime_target', 'url', 'user_agent', 'user_id', 'user_satisfaction', 'users', 'value', 'version', 'zenith-api']
\ No newline at end of file
diff --git a/.hypothesis/constants/20b3df4491c67cf3 b/.hypothesis/constants/20b3df4491c67cf3
new file mode 100644
index 0000000000000000000000000000000000000000..fa271bd0505a1b6991fedb06d459d94f7e9fd170
--- /dev/null
+++ b/.hypothesis/constants/20b3df4491c67cf3
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/plugins/zenith/integration/ai/simulation/plugin.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.1, 0.3, 0.5, 2.0, 255.0, 1536, '1.0.0', 'No messages provided', 'Unknown action', 'action', 'assistant', 'chat', 'completion_tokens', 'compliance', 'content', 'context', 'data', 'default', 'dimensions', 'embed', 'embedding', 'entity', 'error', 'finish_reason', 'forensic', 'fraud', 'frenly', 'generate', 'index', 'legal', 'list', 'llm', 'message', 'messages', 'model', 'object', 'official', 'persona', 'prompt', 'prompt_tokens', 'provider', 'regulatory', 'risk', 'role', 'sar', 'simulation', 'simulation-heuristic', 'simulation_llm', 'stop', 'suspicious', 'text', 'text_generation', 'total_tokens', 'transaction', 'usage', 'v1']
\ No newline at end of file
diff --git a/.hypothesis/constants/22deb67be9c75282 b/.hypothesis/constants/22deb67be9c75282
new file mode 100644
index 0000000000000000000000000000000000000000..0cf0a01740d748c1cd596f4369d31d5e42378e2a
--- /dev/null
+++ b/.hypothesis/constants/22deb67be9c75282
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/routers/v1/graph.py
+# hypothesis_version: 6.148.8
+
+[400, 403, 404, '/analyze', '/clear', '/export', '/graph', '/import', '/nodes', '/nodes/{node_id}', '/query', '/relationships', '/stats', 'Analysis parameters', 'Node labels', 'Node not found', 'Node properties', 'Query parameters', 'Result filters', 'Source node ID', 'Target node ID', 'Type of relationship', 'Updated labels', 'Updated properties', 'analysis_type', 'created', 'data', 'deleted', 'exported_at', 'format', 'generated_at', 'gexf', 'global', 'graph', 'graph_cleared', 'graph_imported', 'graph_node', 'graph_relationship', 'graphml', 'json', 'labels', 'node_created', 'node_deleted', 'node_id', 'node_type', 'node_updated', 'nodes_imported', 'nodes_removed', 'properties', 'query_type', 'relationship_created', 'relationship_deleted', 'relationship_id', 'relationship_type', 'result', 'source_id', 'statistics', 'status', 'target_id', 'updated']
\ No newline at end of file
diff --git a/.hypothesis/constants/22fe8d825b81d305 b/.hypothesis/constants/22fe8d825b81d305
new file mode 100644
index 0000000000000000000000000000000000000000..152b6875faae8c214c4cacc1fd7ad1101f6fb327
--- /dev/null
+++ b/.hypothesis/constants/22fe8d825b81d305
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/infrastructure/cost_optimization_service.py
+# hypothesis_version: 6.148.8
+
+[0.05, 0.15, 0.25, 0.35, 0.37, 0.4, 0.5, 0.6, 0.65, 0.7, 0.75, 0.8, 0.9, 1.0, 1.4, 1.6, 2.0, 2.3, 3.2, 4.0, 4.8, 7.2, 9.0, 9.6, 12.0, 15.0, 16.0, 18.0, 100, 125, 133, 150, 200, 275, 300, 400, 425, 500, 750, 800, 900, 960, 1000, 1150, 1200, 1500, 1600, 2000, 2500, 2600, 3000, 3750, 5000, 6000, 7200, 8000, 8500, 9000, 10000, 10500, 12000, 13500, 15000, 18000, 20000, 25000, 30000, 35000, 45000, 50000, 60000, 75000, 85000, 125000, 180000, 225000, 255000, 'DevOps Team', 'Engineering Team', 'Finance Team', 'High', 'IT Team', 'Low', 'Medium', 'Multi-cloud strategy', 'Process Automation', 'Procurement Team', 'SRE Team', 'achieved_savings', 'actual', 'actual_savings', 'adjusted_months', 'annual_cost', 'annual_net_benefit', 'assessment', 'audit_date', 'automation_level', 'average_roi', 'avg_cost', 'aws', 'by_category', 'capex_reduction', 'category', 'category_breakdown', 'cloud_provider', 'cloud_services', 'cloudfront_cdn', 'completed', 'completion_rate', 'complexity', 'complexity_breakdown', 'compliance_reporting', 'compute', 'cost', 'cost_analyses', 'cost_breakdown', 'cost_per_employee', 'cost_per_node', 'cost_per_tb', 'count', 'critical', 'critical_path', 'crowdstrike', 'current_cost', 'current_instances', 'current_roi', 'current_s3_cost', 'data_engineer', 'database', 'database_licenses', 'datadog', 'deployment', 'description', 'development', 'development_tools', 'devops_engineer', 'documentation', 'duration_months', 'ec2_instances', 'efficiency_gain', 'efficiency_metrics', 'effort', 'elasticache_redis', 'engineering_lead', 'estimated', 'estimated_savings', 'excellent', 'fair', 'file', 'finance_team', 'focus', 'good', 'headcount', 'high', 'identified', 'implementation', 'implementation_cost', 'implementation_date', 'implementation_rate', 'implemented', 'implemented_at', 'in_progress', 'infra_reserved_001', 'infrastructure', 'initiatives', 'investment_recovered', 'jetbrains', 'lic_negotiate_001', 'lic_opensource_001', 'lic_optimize_001', 'licenses', 'licensing', 'long_term', 'long_term_progress', 'low', 'maintenance', 'manual_processes', 'medium', 'medium_term', 'medium_term_progress', 'monitoring', 'monitoring_metrics', 'monitoring_tools', 'monthly_cost', 'net_annual_savings', 'networking', 'next_milestones', 'nodes', 'operational', 'operations', 'operations_lead', 'opex_reduction', 'opportunities', 'opportunity_id', 'ops_cicd_001', 'ops_monitoring_001', 'ops_selfservice_001', 'optimization', 'optimization_id', 'optimization_roadmap', 'optimized_cost', 'optimized_instances', 'oracle', 'outsourced_services', 'overall_progress', 'overall_summary', 'owner', 'phase', 'phase_1_quick_wins', 'phase_2_high_impact', 'phase_3_strategic', 'planned', 'planning', 'platform_engineer', 'poor', 'potential_savings', 'priority', 'process_engineer', 'processes', 'procurement_lead', 'program_overview', 'progress_metrics', 'quality_assurance', 'quarter_1', 'quarter_2', 'quick_wins', 'quick_wins_progress', 'rds_databases', 'realization_rate', 'recommendations', 'resources', 'roi_achievement', 'roi_analysis', 'roi_distribution', 'roi_percentage', 'roi_target', 's3_storage', 'savings', 'savings_metrics', 'savings_realization', 'security', 'security_tools', 'size_tb', 'status', 'status_breakdown', 'storage', 'success_metrics', 'summary', 'support', 'target_achievement', 'target_utilization', 'testing', 'timeline_months', 'timeline_progress', 'title', 'tools', 'top_opportunities', 'total_benefit', 'total_current_cost', 'total_current_spend', 'total_investment', 'total_monthly', 'total_months', 'total_opportunities', 'total_optimizations', 'total_savings', 'training', 'training_budget', 'vendor', 'year_1']
\ No newline at end of file
diff --git a/.hypothesis/constants/25d8e1e5b59093b5 b/.hypothesis/constants/25d8e1e5b59093b5
new file mode 100644
index 0000000000000000000000000000000000000000..8a3f356f60d4d87b655f52d35b1446f452b99cb1
--- /dev/null
+++ b/.hypothesis/constants/25d8e1e5b59093b5
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/env_validator.py
+# hypothesis_version: 6.148.8
+
+['FIELD_ENCRYPTION_KEY', 'JWT_SECRET_KEY', 'SECRET_KEY', '__main__', 'change', 'development', 'dummy', 'env_validator']
\ No newline at end of file
diff --git a/.hypothesis/constants/2724db9b26d84e54 b/.hypothesis/constants/2724db9b26d84e54
new file mode 100644
index 0000000000000000000000000000000000000000..314ea5f9e057ad505170dbf81f94741bc537b3d4
--- /dev/null
+++ b/.hypothesis/constants/2724db9b26d84e54
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/middleware/rate_limit.py
+# hypothesis_version: 6.148.8
+
+[100, 300, 429, 1000, 5000, '0', '1', '127.0.0.1', '60', '::1', 'Authorization', 'Bearer ', 'ENVIRONMENT', 'Retry-After', 'X-RateLimit-Limit', 'X-RateLimit-Reset', 'admin', 'development', 'file', 'localhost', 'premium', 'rate_limit.py', 'role', 'sub', 'unknown', 'user']
\ No newline at end of file
diff --git a/.hypothesis/constants/27fed406bc3489c8 b/.hypothesis/constants/27fed406bc3489c8
new file mode 100644
index 0000000000000000000000000000000000000000..f2800b778f3b6bcedf44c34a6f22d010354f5121
--- /dev/null
+++ b/.hypothesis/constants/27fed406bc3489c8
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/reconciliation_service.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.01, 0.05, 0.3, 0.5, 0.6, 0.7, 0.8, 0.85, 0.9, 1.0, 45.2, 50.0, 100.0, 120.0, 2450.5, 100, 300, 86400, 604800, '1', '2', '2025-12-30T10:00:00Z', '2026-01-01T10:00:00Z', '2026-01-01T10:05:00Z', '2026-01-01T11:30:00Z', '3', 'BALANCE_MISMATCH', 'Bank Feed', 'DUPLICATE_AMOUNTS', 'In progress', 'Internal Ledger', 'NEGATIVE_FLOAT', 'NY Office', 'New York, USA', 'TXN_B_001', 'TXN_B_002', 'TXN_L_001', 'USD', 'Withdrawal not found', 'Withdrawal pattern.', 'accept', 'actual', 'aiCommentary', 'alert', 'amount', 'amount_difference', 'amounts', 'auto', 'auto_matched', 'auto_resolved', 'average_match_rate', 'balanced', 'comments', 'completed', 'completed_at', 'completed_by', 'confidence_score', 'conflict', 'conflicts', 'count', 'created_at', 'csv', 'currency', 'date', 'dates', 'days_count', 'decision', 'decision_recorded', 'deleted', 'description', 'difference', 'discrepancy', 'discrepancy_found', 'entity', 'error', 'estimated_completion', 'exact_match_fields', 'expected', 'expense_id', 'expense_ids', 'expense_total', 'exported_at', 'failed', 'failed_at', 'file', 'final_match_count', 'final_report', 'findings', 'flagged_at', 'fuzzy_match_fields', 'id', 'initiated_by', 'json', 'locationName', 'manual', 'manual_review', 'manually_matched', 'match', 'match_accuracy', 'match_confidence', 'match_criteria', 'match_id', 'match_rate', 'match_reason', 'match_transaction_id', 'matched', 'matched_at', 'matched_by', 'matched_count', 'matched_expenses', 'matched_records', 'matches', 'matches_found', 'merged_data', 'message', 'net_flow', 'no_data', 'no_matches', 'no_matching_source', 'no_suitable_match', 'not_found', 'pending', 'percentage', 'period', 'processing', 'processing_stats', 'processing_summary', 'processing_time', 'progress', 'progress_percentage', 'reason', 'rec_001', 'recommendations', 'reconciled_at', 'reconciliation_id', 'reconciliation_type', 'record', 'reference', 'resolution_rate', 'resolved_at', 'resolved_by', 'resolved_count', 'review', 'review_needed', 'reviewed', 'reviewed_at', 'reviewed_by', 'similarity_score', 'source', 'source_data', 'source_index', 'source_record', 'status', 'success', 'suggested_action', 'suggested_matches', 'target_data', 'target_index', 'target_record', 'tolerance_threshold', 'total_candidates', 'total_inflows', 'total_matches', 'total_outflows', 'total_source', 'total_source_records', 'total_target', 'total_target_records', 'transactionId', 'transaction_count', 'transaction_id', 'type', 'unknown', 'unmatched_source', 'unmatched_target', 'unresolved_conflicts', 'updated_at', 'updated_fields', 'variance', 'withdrawal_amount', 'withdrawal_id', 'withdrawal_not_found']
\ No newline at end of file
diff --git a/.hypothesis/constants/28805c1b17003d1a b/.hypothesis/constants/28805c1b17003d1a
new file mode 100644
index 0000000000000000000000000000000000000000..d354810e99df7fab33dcba24347c980ba0e26721
--- /dev/null
+++ b/.hypothesis/constants/28805c1b17003d1a
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/models/activity_log.py
+# hypothesis_version: 6.148.8
+
+['activity_logs', 'cases.id', 'extend_existing', 'users.id']
\ No newline at end of file
diff --git a/.hypothesis/constants/28b178910489accf b/.hypothesis/constants/28b178910489accf
new file mode 100644
index 0000000000000000000000000000000000000000..02ef11ba5abf4f628ee9947a8a111567a4760016
--- /dev/null
+++ b/.hypothesis/constants/28b178910489accf
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/ai/ai_fraud_detector.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.1, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1.0, 1000, 5000, 9000, 10000, 50000, 100000, 'Monitor closely', 'account_age_days', 'action', 'ai_service', 'amount', 'cash', 'confidence', 'contamination', 'data', 'description', 'error', 'explanation', 'flags', 'high', 'history', 'isolation_forest', 'large', 'low', 'medium', 'merchant', 'ml_model', 'model', 'overall_risk', 'pattern_detected', 'pattern_type', 'predict', 'previous_flags', 'recommendations', 'results', 'risk_level', 'risk_score', 'round_numbers', 'score', 'status', 'structuring', 'thresholds', 'train', 'trained', 'transaction', 'transactions', 'unknown', 'unknown_merchant', 'unusual_amount']
\ No newline at end of file
diff --git a/.hypothesis/constants/2a22fe00654be80e b/.hypothesis/constants/2a22fe00654be80e
new file mode 100644
index 0000000000000000000000000000000000000000..cef3ffcd08c307f5d302dbf09f78ebf304f8057b
--- /dev/null
+++ b/.hypothesis/constants/2a22fe00654be80e
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/models/asset.py
+# hypothesis_version: 6.148.8
+
+[0.0, 'Case', 'Entity', 'IDR', 'asset_name', 'asset_type', 'assets', 'business', 'case_assets', 'case_id', 'cases.id', 'certificate_number', 'created_at', 'created_by', 'currency', 'description', 'disputed', 'entities.id', 'estimated_value', 'extend_existing', 'financial', 'forfeited', 'id', 'jewelry', 'location', 'metadata', 'other', 'owned_assets', 'owner_entity_id', 'pending', 'real_estate', 'released', 'seized', 'seized_at', 'seized_by', 'seizure_order_number', 'status', 'updated_at', 'users.id', 'valuation_date', 'vehicle', 'verified', 'verified_at', 'verified_by']
\ No newline at end of file
diff --git a/.hypothesis/constants/2cd7d2e2253990c3 b/.hypothesis/constants/2cd7d2e2253990c3
new file mode 100644
index 0000000000000000000000000000000000000000..dec96b138fdcd3d990680b6a71a93c894d97ec62
--- /dev/null
+++ b/.hypothesis/constants/2cd7d2e2253990c3
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/plugin_system/registry.py
+# hypothesis_version: 6.148.8
+
+[0.0, 1000, 3600, '.', '../../..', '.plugin', '/', '0.0.1', 'Plugin', 'PluginInterface', '__dict__', 'active', 'ai_service', 'auto_detected', 'average_load_time_ms', 'cache_hit_rate', 'db_service', 'expired_plugins', 'expiry', 'file', 'instance', 'load_time', 'loaded_at', 'monitoring_service', 'namespace', 'official', 'plugin.py', 'plugins.', 'registered', 'registry.py', 'success', 'total_accesses', 'total_cached_plugins', 'updated', 'version']
\ No newline at end of file
diff --git a/.hypothesis/constants/2dccce35362d6b8d b/.hypothesis/constants/2dccce35362d6b8d
new file mode 100644
index 0000000000000000000000000000000000000000..4e3b113e7359945af7dbb884abfe93093eaed23a
--- /dev/null
+++ b/.hypothesis/constants/2dccce35362d6b8d
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/repositories/base_repository.py
+# hypothesis_version: 6.148.8
+
+[100, 'T']
\ No newline at end of file
diff --git a/.hypothesis/constants/2dd131b263ed3a41 b/.hypothesis/constants/2dd131b263ed3a41
new file mode 100644
index 0000000000000000000000000000000000000000..2bc1b8c3e56477180f1257cdbac087b2e38252b6
--- /dev/null
+++ b/.hypothesis/constants/2dd131b263ed3a41
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/cqrs/investigation_handlers.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.3, 0.4, 0.5, 0.7, 10000, 'Case not found', 'HIGH', 'LOW', 'MEDIUM', 'Suspicious merchant', 'account_id', 'amount', 'analysis_id', 'analyzed_at', 'assigned_to', 'case_id', 'case_type', 'created_at', 'created_by', 'description', 'evidence_id', 'filename', 'id', 'indicators', 'merchant', 'priority', 'queued', 'recommendations', 'risk_level', 'risk_score', 'status', 'timestamp', 'title', 'transaction_id', 'updated_at', 'updated_by', 'uploaded_at']
\ No newline at end of file
diff --git a/.hypothesis/constants/2e128e51072bea5f b/.hypothesis/constants/2e128e51072bea5f
new file mode 100644
index 0000000000000000000000000000000000000000..fdbaaa258e8f5a7cb0aa2ff469d8aac6a9609686
--- /dev/null
+++ b/.hypothesis/constants/2e128e51072bea5f
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/models/base.py
+# hypothesis_version: 6.148.8
+
+['TESTING', 'true']
\ No newline at end of file
diff --git a/.hypothesis/constants/2f6355f7357be8e2 b/.hypothesis/constants/2f6355f7357be8e2
new file mode 100644
index 0000000000000000000000000000000000000000..304cfbe0417d67a3cb6e68d467e58353a5876e66
--- /dev/null
+++ b/.hypothesis/constants/2f6355f7357be8e2
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/ai/__init__.py
+# hypothesis_version: 6.148.8
+
+['AIFeedbackAnalyzer', 'AIFraudDetector', 'AIModelRegistry', 'AIService', 'AdvancedAIService', 'advanced_ai_service', 'ai_service']
\ No newline at end of file
diff --git a/.hypothesis/constants/2f640db8a4ad2242 b/.hypothesis/constants/2f640db8a4ad2242
new file mode 100644
index 0000000000000000000000000000000000000000..f781fdc1c31c1ab87dabcbaa5752d786400366cf
--- /dev/null
+++ b/.hypothesis/constants/2f640db8a4ad2242
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/infrastructure/storage/database_service.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.1, 5.0, 10.0, 15.0, 100, 180, 300, 600, 3600, 'Case soft-deleted', 'Case updated', 'Database operational', 'FilterParams', 'PaginationParams', 'SAR', 'SELECT 1', 'System', 'Unknown Case', '_', '__table__', 'action', 'active', 'activities', 'add', 'admin', 'assigned_at', 'assigned_by', 'assigneeId', 'assignee_id', 'bind', 'case', 'case_analytics', 'case_data', 'case_details', 'case_id', 'case_title', 'case_type', 'cases', 'cases_by_priority', 'cases_by_status', 'cases_paginated', 'changes', 'checked_out', 'checkedout', 'closed_cases', 'closure_rate', 'commit', 'count', 'created', 'created_by', 'dashboard_stats', 'database_connection', 'database_create_case', 'database_service.py', 'date_from', 'date_to', 'db_service', 'default', 'deleted', 'department', 'desc', 'details', 'escalated', 'evidence', 'execution_time', 'file', 'filters', 'get_cases_paginated', 'healthy', 'high_priority', 'id', 'invalid', 'is_flagged', 'items', 'notes', 'old_values', 'open_cases', 'overflow', 'page', 'per_page', 'pool_size', 'project_id', 'query', 'reason', 'risk_level', 'role', 'search', 'size', 'status', 'status_changed', 'submitted', 'system', 'timestamp', 'total', 'total_cases', 'total_count', 'total_pages', 'transactions', 'unknown', 'updated', 'updated_by', 'user', 'user_context', 'users']
\ No newline at end of file
diff --git a/.hypothesis/constants/306e1f7bfad99533 b/.hypothesis/constants/306e1f7bfad99533
new file mode 100644
index 0000000000000000000000000000000000000000..0802051a3f0f8c90dfd5ab5a9bceb593ddd10673
--- /dev/null
+++ b/.hypothesis/constants/306e1f7bfad99533
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/intelligence/advanced_llm_service.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.85, 0.9, 0.95, 1.0, 1000, 25000, 50000, 500000, '123', 'Analysis failed', 'CRITICAL', 'Code Scan Complete.', 'HIGH', 'LOW', 'MEDIUM', 'OPENAI_API_KEY', 'UNKNOWN', 'action', 'amount', 'analysis_timestamp', 'assessment_date', 'bitcoin', 'case_id', 'cayman', 'code-security-engine', 'confidence', 'content', 'context', 'crypto', 'delete', 'description', 'executive_summary', 'file', 'findings', 'forensic', 'frenly', 'generate', 'generated_at', 'gpt-4-turbo-preview', 'heuristic', 'heuristic_scan', 'intelligence_score', 'investigator', 'jurisdiction', 'key_findings', 'key_insights', 'layering', 'legal', 'link', 'llm', 'metadata', 'name', 'offshore', 'openai-gpt4', 'parties', 'pep', 'persona', 'plugin', 'prompt', 'provider', 'recommendations', 'relationship', 'risk_assessment', 'risk_level', 'risk_score', 'role', 'structure', 'structuring', 'system', 'system_fingerprint', 'technical_reviewer', 'transactions', 'user', 'wire transfer']
\ No newline at end of file
diff --git a/.hypothesis/constants/30c8e703cecd3673 b/.hypothesis/constants/30c8e703cecd3673
new file mode 100644
index 0000000000000000000000000000000000000000..8a178f13994ecad0a9eb075b991100e135eb34d8
--- /dev/null
+++ b/.hypothesis/constants/30c8e703cecd3673
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/jobs/background_processor.py
+# hypothesis_version: 6.148.8
+
+[0.3, '4', 'BACKGROUND_WORKERS', 'active_jobs', 'analysis_complete', 'cancelled', 'case_id', 'completed', 'completed_jobs', 'enable_forensics', 'enable_ocr', 'evidence_id', 'failed', 'failed_jobs', 'file_path', 'filename', 'metadata', 'pending', 'pending_jobs', 'processed_at', 'processing_status', 'queue', 'retrying', 'risk_score', 'running', 'total_jobs', 'transaction_id', 'workers']
\ No newline at end of file
diff --git a/.hypothesis/constants/31255be5197972cb b/.hypothesis/constants/31255be5197972cb
new file mode 100644
index 0000000000000000000000000000000000000000..6d5695b46f2dce578914ea43b4aad231a2a14440
--- /dev/null
+++ b/.hypothesis/constants/31255be5197972cb
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/ai/frenly_intelligence.py
+# hypothesis_version: 6.148.8
+
+[0.0, 200, 500, '...', 'Unknown', 'activeCase', 'activeFilters', 'active_entity_id', 'aml', 'article', 'beneficial owner', 'citation', 'compliance', 'currentPage', 'dttot', 'fat', 'forensic', 'format_rag_results', 'frenly', 'goaml', 'investigator', 'kyc', 'lastAction', 'law', 'legal', 'ltkm', 'metadata', 'needs_rag', 'pageSection', 'pasal', 'pep', 'peraturan', 'pojk', 'ppatk', 'rag_context', 'rag_sources', 'redteam', 'regulation', 'rule', 'sanctions', 'score', 'selectedEntities', 'source', 'text', 'typology', 'unknown', 'uu tppu', 'visibleItems', 'wikat']
\ No newline at end of file
diff --git a/.hypothesis/constants/31f0a4ff41969798 b/.hypothesis/constants/31f0a4ff41969798
new file mode 100644
index 0000000000000000000000000000000000000000..2c2bfdff56ff8b692367170dd61eae6002a7c50c
--- /dev/null
+++ b/.hypothesis/constants/31f0a4ff41969798
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/intelligence/evidence_service.py
+# hypothesis_version: 6.148.8
+
+[-1.0, 0.0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 0.95, 1.0, 100.0, 1000.0, 100, 120, 200, 255, 305, 1000, 1080, 1920, 4096, 5000, 10000, 36867, 36868, 44100, '.csv', '.md', '.txt', '.wav', '/', '/Author', '/Producer', '/Subject', '/Title', 'Image', 'JPEG', 'Likely re-compressed', 'RGB', 'Unknown', '\\$[\\\\d,]+\\.?\\d*', '\\b\\d{10,16}\\b', 'account_number', 'amount', 'application/json', 'application/msword', 'application/pd', 'application/zip', 'approved', 'archive', 'archive_type', 'aspect_ratio', 'audio', 'audio/aac', 'audio/flac', 'audio/midi', 'audio/mp4', 'audio/mpeg', 'audio/ogg', 'audio/wav', 'audio/webm', 'audio/x-ms-wma', 'audio_fps', 'authenticity_score', 'author', 'avg_brightness', 'bad', 'bit_depth', 'by_type', 'channels', 'characters', 'column_names', 'columns', 'compressed_size', 'compression_ratio', 'confidence', 'confirmed', 'contrast', 'count', 'currency', 'customer_name', 'dBFS', 'data_types', 'date', 'date_consistency', 'date_time', 'denied', 'document', 'duration_seconds', 'ela_error', 'ela_score', 'email', 'enable_ocr', 'encoding', 'end_offset', 'eng', 'error', 'error_rate', 'errors', 'evidence_service.py', 'excellent', 'extracted_text', 'failed', 'file', 'file_path', 'file_size_bytes', 'file_type', 'filename', 'files', 'forensic_artifact', 'forensic_hash', 'forensic_hashing', 'forensic_indicators', 'forensics_error', 'format', 'fps', 'frame_analysis', 'frame_count', 'fraud', 'fraud_amount', 'gimp', 'good', 'has_audio', 'has_exi', 'height', 'high', 'ignore', 'image', 'image/bmp', 'image/gi', 'image/jpeg', 'image/png', 'image/ti', 'image/webp', 'key_entities', 'last_modified', 'likely_compressed', 'lines', 'low', 'manipulation_score', 'max_dBFS', 'max_file_size', 'media_type', 'metadata', 'metadata_error', 'mode', 'noise_analysis_error', 'noise_level', 'note', 'np.ndarray', 'ocr_error', 'pages', 'paint', 'paragraphs', 'phone', 'photoshop', 'presentation', 'processing_timestamp', 'processing_tool', 'producer', 'quality_score', 'r', 'rb', 'rejected', 'resolution', 'rows', 'sample_rate', 'sentiment_score', 'sharpness_score', 'size', 'slides', 'standardized_amount', 'start_offset', 'subject', 'success', 'suspicious', 'suspicious_software', 'tables', 'text', 'text/csv', 'text/html', 'text/markdown', 'text/plain', 'throughput', 'title', 'total_files', 'total_processed', 'total_time', 'type', 'unknown', 'utf-8', 'value', 'verified', 'video', 'video/3gpp', 'video/avi', 'video/flv', 'video/mkv', 'video/mov', 'video/mp4', 'video/ogg', 'video/ts', 'video/webm', 'video/wmv', 'video_metadata', 'wav', 'width', 'zip']
\ No newline at end of file
diff --git a/.hypothesis/constants/320e78a74f6a65f3 b/.hypothesis/constants/320e78a74f6a65f3
new file mode 100644
index 0000000000000000000000000000000000000000..6d5695b46f2dce578914ea43b4aad231a2a14440
--- /dev/null
+++ b/.hypothesis/constants/320e78a74f6a65f3
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/ai/frenly_intelligence.py
+# hypothesis_version: 6.148.8
+
+[0.0, 200, 500, '...', 'Unknown', 'activeCase', 'activeFilters', 'active_entity_id', 'aml', 'article', 'beneficial owner', 'citation', 'compliance', 'currentPage', 'dttot', 'fat', 'forensic', 'format_rag_results', 'frenly', 'goaml', 'investigator', 'kyc', 'lastAction', 'law', 'legal', 'ltkm', 'metadata', 'needs_rag', 'pageSection', 'pasal', 'pep', 'peraturan', 'pojk', 'ppatk', 'rag_context', 'rag_sources', 'redteam', 'regulation', 'rule', 'sanctions', 'score', 'selectedEntities', 'source', 'text', 'typology', 'unknown', 'uu tppu', 'visibleItems', 'wikat']
\ No newline at end of file
diff --git a/.hypothesis/constants/337b74257872d66a b/.hypothesis/constants/337b74257872d66a
new file mode 100644
index 0000000000000000000000000000000000000000..0802051a3f0f8c90dfd5ab5a9bceb593ddd10673
--- /dev/null
+++ b/.hypothesis/constants/337b74257872d66a
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/intelligence/advanced_llm_service.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.85, 0.9, 0.95, 1.0, 1000, 25000, 50000, 500000, '123', 'Analysis failed', 'CRITICAL', 'Code Scan Complete.', 'HIGH', 'LOW', 'MEDIUM', 'OPENAI_API_KEY', 'UNKNOWN', 'action', 'amount', 'analysis_timestamp', 'assessment_date', 'bitcoin', 'case_id', 'cayman', 'code-security-engine', 'confidence', 'content', 'context', 'crypto', 'delete', 'description', 'executive_summary', 'file', 'findings', 'forensic', 'frenly', 'generate', 'generated_at', 'gpt-4-turbo-preview', 'heuristic', 'heuristic_scan', 'intelligence_score', 'investigator', 'jurisdiction', 'key_findings', 'key_insights', 'layering', 'legal', 'link', 'llm', 'metadata', 'name', 'offshore', 'openai-gpt4', 'parties', 'pep', 'persona', 'plugin', 'prompt', 'provider', 'recommendations', 'relationship', 'risk_assessment', 'risk_level', 'risk_score', 'role', 'structure', 'structuring', 'system', 'system_fingerprint', 'technical_reviewer', 'transactions', 'user', 'wire transfer']
\ No newline at end of file
diff --git a/.hypothesis/constants/361c589d75e5c988 b/.hypothesis/constants/361c589d75e5c988
new file mode 100644
index 0000000000000000000000000000000000000000..2cfc1f95f6a4f033b05060403720fccdba35ef3e
--- /dev/null
+++ b/.hypothesis/constants/361c589d75e5c988
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/tracing.py
+# hypothesis_version: 6.148.8
+
+['ENABLE_TRACING', 'false', 'true', 'zenith-backend']
\ No newline at end of file
diff --git a/.hypothesis/constants/3798485f52948f37 b/.hypothesis/constants/3798485f52948f37
new file mode 100644
index 0000000000000000000000000000000000000000..dc5d513ec1de183680c0bf2c43ad562dd9f2f64d
--- /dev/null
+++ b/.hypothesis/constants/3798485f52948f37
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/security/key_rotation.py
+# hypothesis_version: 6.148.8
+
+['.distributed_keys', ':', 'r', 'v1', 'w']
\ No newline at end of file
diff --git a/.hypothesis/constants/37a2402fa12c9b0a b/.hypothesis/constants/37a2402fa12c9b0a
new file mode 100644
index 0000000000000000000000000000000000000000..d762c38b17c46d5c1496a1f6d8ff0d18c395773e
--- /dev/null
+++ b/.hypothesis/constants/37a2402fa12c9b0a
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/models/projects.py
+# hypothesis_version: 6.148.8
+
+[100, 255, 500, 'Case', 'CaseActivity', 'CaseNote', 'CaseNote.created_at', 'Evidence', 'FraudAlert', 'Milestone', 'Project', 'Transaction', 'User', 'active', 'activities', 'archived', 'assigned_to', 'case', 'case_activities', 'case_notes', 'cases', 'cases.id', 'closed', 'created_at', 'critical', 'escalated', 'extend_existing', 'high', 'investigating', 'low', 'medium', 'milestones', 'notes', 'open', 'pending', 'project', 'projects', 'projects.id', 'users.id']
\ No newline at end of file
diff --git a/.hypothesis/constants/3a1cf1e1224f887b b/.hypothesis/constants/3a1cf1e1224f887b
new file mode 100644
index 0000000000000000000000000000000000000000..decdfdb4845223060523214a2cac8f76a9f16c71
--- /dev/null
+++ b/.hypothesis/constants/3a1cf1e1224f887b
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/sentry.py
+# hypothesis_version: 6.148.8
+
+[0.1, 1.0, 'Authorization', 'Cookie', 'ENVIRONMENT', 'SENTRY_DSN', '[Filtered]', 'headers', 'info', 'production', 'query_string', 'request']
\ No newline at end of file
diff --git a/.hypothesis/constants/3ac632200e2501ee b/.hypothesis/constants/3ac632200e2501ee
new file mode 100644
index 0000000000000000000000000000000000000000..83180d8504a0eded310b8d6c3c5e20a013e825ed
--- /dev/null
+++ b/.hypothesis/constants/3ac632200e2501ee
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/zlogging.py
+# hypothesis_version: 6.148.8
+
+[1000, 1024, '%Y-%m-%d %H:%M:%S', '10', '5', 'DEBUG', 'ENVIRONMENT', 'HTTP request', 'INFO', 'LOG_BACKUP_COUNT', 'LOG_CONSOLE', 'LOG_FILE', 'LOG_FILE_ENABLED', 'LOG_FORMAT', 'LOG_LEVEL', 'LOG_MAX_SIZE_MB', 'Performance metric', 'Security event', 'WARNING', 'Z', 'Zenith', 'core.zlogging', 'details', 'development', 'duration_ms', 'error_type', 'event_type', 'exception', 'extra_fields', 'function', 'ip_address', 'json', 'level', 'line', 'logger', 'logs/production.log', 'logs/staging.log', 'logs/test.log', 'message', 'method', 'metric_name', 'metric_value', 'module', 'path', 'performance_metric', 'request_id', 'security_event', 'staging', 'status_code', 'tags', 'testing', 'text', 'timestamp', 'true', 'user_id', 'utf-8', 'zenith']
\ No newline at end of file
diff --git a/.hypothesis/constants/3ba839ddcb92c5a5 b/.hypothesis/constants/3ba839ddcb92c5a5
new file mode 100644
index 0000000000000000000000000000000000000000..caba35ad49e733b0dd77b5a6100b850b22142c44
--- /dev/null
+++ b/.hypothesis/constants/3ba839ddcb92c5a5
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/infrastructure/rbac_service.py
+# hypothesis_version: 6.148.8
+
+[100, 'admin', 'admin:backup', 'admin:system', 'admin:users', 'analyst', 'close:cases', 'delete:transactions', 'investigator', 'read:analytics', 'read:cases', 'read:transactions', 'role', 'superadmin', 'user', 'write:cases', 'write:transactions']
\ No newline at end of file
diff --git a/.hypothesis/constants/3bb9a4634553a4eb b/.hypothesis/constants/3bb9a4634553a4eb
new file mode 100644
index 0000000000000000000000000000000000000000..cef3ffcd08c307f5d302dbf09f78ebf304f8057b
--- /dev/null
+++ b/.hypothesis/constants/3bb9a4634553a4eb
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/models/asset.py
+# hypothesis_version: 6.148.8
+
+[0.0, 'Case', 'Entity', 'IDR', 'asset_name', 'asset_type', 'assets', 'business', 'case_assets', 'case_id', 'cases.id', 'certificate_number', 'created_at', 'created_by', 'currency', 'description', 'disputed', 'entities.id', 'estimated_value', 'extend_existing', 'financial', 'forfeited', 'id', 'jewelry', 'location', 'metadata', 'other', 'owned_assets', 'owner_entity_id', 'pending', 'real_estate', 'released', 'seized', 'seized_at', 'seized_by', 'seizure_order_number', 'status', 'updated_at', 'users.id', 'valuation_date', 'vehicle', 'verified', 'verified_at', 'verified_by']
\ No newline at end of file
diff --git a/.hypothesis/constants/3c8191ec021bcf6a b/.hypothesis/constants/3c8191ec021bcf6a
new file mode 100644
index 0000000000000000000000000000000000000000..4eb1d8f9da7502bd519505fc109d22e7240fb0fd
--- /dev/null
+++ b/.hypothesis/constants/3c8191ec021bcf6a
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/infrastructure/redis_cluster.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.1, 5.0, 100, 1000, 3600, 6379, 26379, '/', ':', '://', 'REDIS_CLUSTER_MODE', 'REDIS_SENTINEL_MODE', 'REDIS_URL', '_in_use_connections', 'available', 'avg_response_time_ms', 'cluster_info', 'cluster_mode', 'cluster_state', 'config', 'connected', 'error', 'error_count', 'error_rate_percent', 'false', 'file', 'has_pool', 'host', 'hosts', 'in_use', 'info', 'latin1', 'localhost:6379', 'max', 'mymaster', 'nodes', 'performance', 'ping', 'ping_error', 'ping_success', 'pool', 'port', 'redis_cluster.py', 'sentinel_mode', 'total', 'total_operations', 'true', 'unknown', 'utf-8']
\ No newline at end of file
diff --git a/.hypothesis/constants/3dd928d80d1e1f90 b/.hypothesis/constants/3dd928d80d1e1f90
new file mode 100644
index 0000000000000000000000000000000000000000..94e86c9a8ab38e8f2c9ddbc1ab3863a27e579457
--- /dev/null
+++ b/.hypothesis/constants/3dd928d80d1e1f90
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/models/fraud_security.py
+# hypothesis_version: 6.148.8
+
+[100, 255, 500, 'Case', 'User', 'access_reviews', 'alerts', 'cases.id', 'extend_existing', 'fraud_alerts', 'frozen', 'frozen_entities', 'medium', 'open', 'pending', 'security_incidents', 'security_policies', 'users.id']
\ No newline at end of file
diff --git a/.hypothesis/constants/3f69b72a11fa77f9 b/.hypothesis/constants/3f69b72a11fa77f9
new file mode 100644
index 0000000000000000000000000000000000000000..e3ed10fa8c24917c026ef5f7c701a7d362a40698
--- /dev/null
+++ b/.hypothesis/constants/3f69b72a11fa77f9
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/routers/identity_system.py
+# hypothesis_version: 6.148.8
+
+[400, 401, 403, 404, 500, 1000, 3600, '/auth/login', '/auth/logout', '/auth/refresh', '/csrf-token', '/health', '/identity', '/mfa/enable', '/mfa/verify', '/teams', '/users', '/users/me', '/users/{user_id}', '/validate-csr', '/webauthn/register', 'Access denied', 'Active status', 'Attestation object', 'Authenticator data', 'Bearer', 'CSRF token generated', 'Client data JSON', 'Credential ID', 'Credential not found', 'Credential type', 'Email address', 'Filter by role', 'Full name', 'Invalid MFA code', 'Login failed', 'Logout failed', 'MFA enable failed', 'Not found', 'Parent team ID', 'Password', 'Raw credential ID', 'Signature', 'Team creation failed', 'Team description', 'Team listing failed', 'Team name', 'Token refresh failed', 'User creation failed', 'User listing failed', 'User not found', 'User role', 'User update failed', 'Username', 'Username or email', 'WWW-Authenticate', 'access_token', 'admin', 'attestationObject', 'authenticatorData', 'bearer', 'clientDataJSON', 'count', 'created_at', 'credential_id', 'credentials', 'csrf_token', 'description', 'email', 'expires_in', 'full_name', 'healthy', 'id', 'identity', 'identity-system', 'ip', 'is_active', 'last_login', 'limit', 'member', 'message', 'name', 'offset', 'options', 'password', 'rawId', 'refresh', 'role', 'rp', 'service', 'signature', 'status', 'sub', 'success', 'super_admin', 'teams', 'timestamp', 'token_type', 'total', 'type', 'unknown', 'user', 'username', 'users', 'valid']
\ No newline at end of file
diff --git a/.hypothesis/constants/3f9926d06ab788dc b/.hypothesis/constants/3f9926d06ab788dc
new file mode 100644
index 0000000000000000000000000000000000000000..57dac4ef48540845dcb4ca054d7997a63949f387
--- /dev/null
+++ b/.hypothesis/constants/3f9926d06ab788dc
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/routers/internal/docs.py
+# hypothesis_version: 6.148.8
+
+[404, 500, 501, '/health', '/interactive', '/postman', '/spec', 'Content-Disposition', 'Endpoint not found', 'Filter by tag', 'Response format', 'endpoints_loaded', 'error', 'features', 'healthy', 'interactive_api_docs', 'json', 'last_updated', 'light', 'service', 'status', 'x-interactive-docs', 'yaml']
\ No newline at end of file
diff --git a/.hypothesis/constants/3fc6580d17515a63 b/.hypothesis/constants/3fc6580d17515a63
new file mode 100644
index 0000000000000000000000000000000000000000..11687d42c166afa057dc74b05c5602863b6257e8
--- /dev/null
+++ b/.hypothesis/constants/3fc6580d17515a63
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/business/investigation_service.py
+# hypothesis_version: 6.148.8
+
+[384, 448, ',', '.', 'CLOSED', 'INVESTIGATING', 'action', 'assign', 'assigned_id', 'assigned_to', 'assignment_strategy', 'auto', 'case_id', 'cases', 'closed', 'context', 'critical', 'description', 'error', 'evaluate', 'evidence_id', 'evidence_processing', 'failed', 'file_path', 'file_size', 'file_type', 'filename', 'general', 'high', 'id', 'investigating', 'job_id', 'limit', 'medium', 'plugin', 'priority', 'processing_status', 'queued', 'reason', 'recommended_priority', 'resolution', 'risk_score', 'should_create', 'should_trigger', 'skip', 'status', 'tags', 'total', 'triggers', 'unassigned', 'uploaded_at', 'uploaded_by', 'uploads', 'value', 'wb']
\ No newline at end of file
diff --git a/.hypothesis/constants/4038fb8b95d68f32 b/.hypothesis/constants/4038fb8b95d68f32
new file mode 100644
index 0000000000000000000000000000000000000000..0d27f49e045fb2c48394d39c2b492c6ba23192e8
--- /dev/null
+++ b/.hypothesis/constants/4038fb8b95d68f32
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/regulatory/goaml_generator.py
+# hypothesis_version: 6.148.8
+
+['%Y-%m-%d', '501', '502', '503', '504', '505', '601', '602', '701', '702', '999', 'CARD_PAYMENT', 'CASH_DEPOSIT', 'CASH_WITHDRAWAL', 'CD', 'CHECK', 'CK', 'CP', 'CW', 'E', 'FI', 'FRAUD_SUSPECTED', 'GOAML', 'ID', 'IDR', 'Jakarta', 'KTP', 'LTKM', 'MONEY_LAUNDERING', 'ONLINE_TRANSFER', 'OT', 'R', 'STRUCTURING', 'Suspected fraud', 'Suspicious activity', 'TERRORISM_FINANCING', 'Unknown', 'WIRE_TRANSFER', 'WT', 'address', 'address_type', 'amount', 'amount_local', 'case_id', 'case_type', 'city', 'content', 'country_code', 'currency', 'currency_code', 'date', 'date_transaction', 'description', 'entities', 'entity_count', 'entity_id', 'entity_name', 'entity_reference', 'entity_type', 'error', 'errors', 'first_name', 'format', 'goaml', 'identification', 'indicator', 'indicator_code', 'indicators', 'invalid', 'issue_country', 'ktp', 'last_name', 'location', 'message', 'metadata', 'name', 'number', 'person', 'person_id', 'report', 'report_code', 'report_id', 'report_type', 'reporting_person', 'status', 'submission_code', 'submission_date', 'success', 'transaction', 'transaction_count', 'transaction_location', 'transaction_type', 'transactionnumber', 'transactions', 'type', 'unicode', 'valid', 'xml', 'xmlns', 'xmlns:xsi', 'xsi:schemaLocation']
\ No newline at end of file
diff --git a/.hypothesis/constants/40e5bf32ff8bea2e b/.hypothesis/constants/40e5bf32ff8bea2e
new file mode 100644
index 0000000000000000000000000000000000000000..09465fae7801d158b91311996b0133e79364c7f6
--- /dev/null
+++ b/.hypothesis/constants/40e5bf32ff8bea2e
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/bulk_operations_service.py
+# hypothesis_version: 6.148.8
+
+['ARCHIVED', 'Assignee not found', 'User not found', 'archive', 'archived_count', 'assign', 'assigned_count', 'assignee_id', 'case_count', 'completed', 'delete', 'deleted_count', 'errors', 'export', 'export_data', 'exported_at', 'failed', 'format', 'processed', 'reason', 'status', 'success', 'updated_at']
\ No newline at end of file
diff --git a/.hypothesis/constants/41396e8dc118998a b/.hypothesis/constants/41396e8dc118998a
new file mode 100644
index 0000000000000000000000000000000000000000..3f4afb64c7e1ca0eaf5a8f51fedb5c7e57eb5daa
--- /dev/null
+++ b/.hypothesis/constants/41396e8dc118998a
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/repositories/user.py
+# hypothesis_version: 6.148.8
+
+[100, 3600, 'id', 'user', 'user_id_by_username']
\ No newline at end of file
diff --git a/.hypothesis/constants/416e1b5ea5493e09 b/.hypothesis/constants/416e1b5ea5493e09
new file mode 100644
index 0000000000000000000000000000000000000000..93eccf44986f4ca4c68b98eecceb44c0c40f3bc9
--- /dev/null
+++ b/.hypothesis/constants/416e1b5ea5493e09
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/routers/v1/intelligence.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.001, 0.01, 0.8, 0.98, 0.999, 1.5, 2.3, 3.5, 94.5, 98.1, 99.9, 400, 404, 500, 1000, ',', '/activities/recent', '/ai/analyze', '/ai/chat', '/analytics/dashboard', '/analytics/export', '/analytics/query', '/cases/bulk/archive', '/cases/bulk/assign', '/cases/bulk/delete', '/cases/bulk/export', '/embeddings/generate', '/health', '/intelligence', '/search', '/search/index', '/search/suggestions', '30-60 seconds', '30d', 'AI analysis failed', 'AI chat failed', 'Bulk archive failed', 'Bulk assign failed', 'Bulk delete failed', 'Bulk export failed', 'Content to analyze', 'Export failed', 'Export filters', 'Export format', 'Grouping dimensions', 'Maximum activities', 'Maximum results', 'Maximum suggestions', 'Not found', 'Query filters', 'Results offset', 'Search failed', 'Search filters', 'Search query', 'Type of dashboard', 'Untitled', 'compliance', 'confidence', 'content', 'content_id', 'conversation_id', 'count', 'csv', 'date', 'default', 'description', 'dimensions', 'embeddings', 'errorRate', 'errors', 'estimatedTime', 'exportId', 'fraud', 'fraud_investigator', 'healthy', 'id', 'intelligence', 'intelligence-center', 'message', 'metadata', 'model', 'overview', 'persona', 'queued', 'response', 'responseTime', 'risk', 'role', 'score', 'semantic', 'service', 'similarity_score', 'status', 'success', 'timestamp', 'title', 'type', 'unknown', 'uptime', 'user_id']
\ No newline at end of file
diff --git a/.hypothesis/constants/42340f0b6ebe6876 b/.hypothesis/constants/42340f0b6ebe6876
new file mode 100644
index 0000000000000000000000000000000000000000..aa9f4fcedd7bf7f572d7b0a31c74e6d30629b62a
--- /dev/null
+++ b/.hypothesis/constants/42340f0b6ebe6876
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/routers/v1/ai_analytics.py
+# hypothesis_version: 6.148.8
+
+[0.1, 0.2, 0.5, 365, 403, 404, 500, 1000, '/ai-analytics', '/ai/ensemble', '/ai/predict', '/analytics/forecast', '/analytics/insights', '/analytics/query', '/health', '/ml/models', '/ml/train', '/models/upload', '7d', 'AI prediction failed', 'Aggregation method', 'Entity type filter', 'Filter by model type', 'Filter by status', 'Model ID', 'Model ID to check', 'Model listing failed', 'Model parameters', 'Model upload failed', 'Not found', 'Query parameters', 'Time range', 'Type of insights', 'admin', 'ai-analytics', 'confidence_score', 'count', 'data_scientist', 'description', 'estimated_completion', 'generated_at', 'healthy', 'insights', 'metrics', 'ml_engineer', 'model_id', 'model_type', 'model_version', 'models', 'prediction', 'service', 'status', 'super_admin', 'time_range', 'timestamp', 'training_job_id', 'type', 'weighted']
\ No newline at end of file
diff --git a/.hypothesis/constants/42dfa01a866f9dd4 b/.hypothesis/constants/42dfa01a866f9dd4
new file mode 100644
index 0000000000000000000000000000000000000000..5155d0c414f9d32a72898e92e8024035773f7135
--- /dev/null
+++ b/.hypothesis/constants/42dfa01a866f9dd4
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/infrastructure/webauthn_service.py
+# hypothesis_version: 6.148.8
+
+[60000, '=', '==', '_challenges', 'alg', 'allowCredentials', 'attestation', 'attestationObject', 'attestation_format', 'authenticatorData', 'authenticator_type', 'biometric', 'ble', 'challenge', 'clientDataJSON', 'created_at', 'credential_id', 'cross-platform', 'direct', 'displayName', 'fido-u2f', 'id', 'internal', 'last_used', 'method', 'name', 'nfc', 'origin', 'preferred', 'pubKeyCredParams', 'public-key', 'public_key', 'rawId', 'requireResidentKey', 'rp', 'sign_count', 'signature', 'success', 'timeout', 'transports', 'type', 'unknown', 'usb', 'user', 'userVerification', 'user_id', 'utf-8', 'webauthn.create', 'webauthn.get']
\ No newline at end of file
diff --git a/.hypothesis/constants/4560736131464e3d b/.hypothesis/constants/4560736131464e3d
new file mode 100644
index 0000000000000000000000000000000000000000..a7f211857b511e2875cbf35bbd36eeeeb08ca530
--- /dev/null
+++ b/.hypothesis/constants/4560736131464e3d
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/business/evidence_service.py
+# hypothesis_version: 6.148.8
+
+[' AND ', '1=1', 'caseId', 'case_id', 'customerName', 'e.case_id = :case_id', 'evidence_service.py', 'file', 'fileName', 'filePath', 'fileType', 'file_type', 'fraudAmount', 'id', 'ids', 'items', 'limit', 'ocrText', 'offset', 'page', 'page_size', 'processingStatus', 'project_id', 'q', 'sizeBytes', 'total', 'total_pages', 'uploadedAt']
\ No newline at end of file
diff --git a/.hypothesis/constants/45c36b7d5bb65166 b/.hypothesis/constants/45c36b7d5bb65166
new file mode 100644
index 0000000000000000000000000000000000000000..31e5afffedc894c0a17cf5f7fa69010ef24fb765
--- /dev/null
+++ b/.hypothesis/constants/45c36b7d5bb65166
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/regulatory/regulatory_reporter.py
+# hypothesis_version: 6.148.8
+
+['AML_REPORT', 'CTR', 'EU_STR', 'FINCEN', 'SAR', 'US_FINCEN', 'Validation failed', 'action', 'data', 'details', 'draft', 'error', 'errors', 'fincen', 'get_template', 'jurisdiction', 'regulatory_gateway', 'rejected', 'report_template', 'submit_report', 'submitted', 'type', 'unknown', 'valid', 'validate']
\ No newline at end of file
diff --git a/.hypothesis/constants/470952db8a56d3eb b/.hypothesis/constants/470952db8a56d3eb
new file mode 100644
index 0000000000000000000000000000000000000000..02ef11ba5abf4f628ee9947a8a111567a4760016
--- /dev/null
+++ b/.hypothesis/constants/470952db8a56d3eb
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/ai/ai_fraud_detector.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.1, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1.0, 1000, 5000, 9000, 10000, 50000, 100000, 'Monitor closely', 'account_age_days', 'action', 'ai_service', 'amount', 'cash', 'confidence', 'contamination', 'data', 'description', 'error', 'explanation', 'flags', 'high', 'history', 'isolation_forest', 'large', 'low', 'medium', 'merchant', 'ml_model', 'model', 'overall_risk', 'pattern_detected', 'pattern_type', 'predict', 'previous_flags', 'recommendations', 'results', 'risk_level', 'risk_score', 'round_numbers', 'score', 'status', 'structuring', 'thresholds', 'train', 'trained', 'transaction', 'transactions', 'unknown', 'unknown_merchant', 'unusual_amount']
\ No newline at end of file
diff --git a/.hypothesis/constants/484706cc6ae223ff b/.hypothesis/constants/484706cc6ae223ff
new file mode 100644
index 0000000000000000000000000000000000000000..fc66a4fe442f6cc3e04ee74488edfe46165e690e
--- /dev/null
+++ b/.hypothesis/constants/484706cc6ae223ff
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/ai/local_rag_engine.py
+# hypothesis_version: 6.148.8
+
+[0.02, 10000, 'data', 'english', 'id', 'metadata', 'r', 'rag_index.json', 'score', 'text', 'total_documents', 'utf-8', 'vocabulary_', 'vocabulary_size']
\ No newline at end of file
diff --git a/.hypothesis/constants/48c48ebb33a2764d b/.hypothesis/constants/48c48ebb33a2764d
new file mode 100644
index 0000000000000000000000000000000000000000..045fb80c69ccddb0e9ef6732811f61a634e82b80
--- /dev/null
+++ b/.hypothesis/constants/48c48ebb33a2764d
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/models/intelligence.py
+# hypothesis_version: 6.148.8
+
+[0.0, 1.0, 100, 255, 500, 'CaseAsset', 'Entity', 'IdentityNode', 'IdentityRelationship', 'Relationship', 'active', 'cases.id', 'entities', 'entities.id', 'evidence_chains', 'extend_existing', 'from_entity', 'from_node', 'graph_snapshots', 'identity_nodes', 'identity_nodes.id', 'low', 'owner_entity', 'relationships', 'relationships_from', 'relationships_to', 'to_entity', 'to_node', 'users.id']
\ No newline at end of file
diff --git a/.hypothesis/constants/4947244202815aba b/.hypothesis/constants/4947244202815aba
new file mode 100644
index 0000000000000000000000000000000000000000..cecdcf4b6af46beef2c8c03c192e3e8af9eeae7b
--- /dev/null
+++ b/.hypothesis/constants/4947244202815aba
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/models/identity.py
+# hypothesis_version: 6.148.8
+
+[100, 255, 'Team', 'User', 'UserDevice', 'UserSession', 'default_org', 'devices', 'extend_existing', 'fido-u2f', 'parent_team', 'role_valid_values', 'sessions', 'teams', 'teams.id', 'user', 'user_devices', 'user_sessions', 'username_min_length', 'users', 'users.id', 'webauthn_credentials']
\ No newline at end of file
diff --git a/.hypothesis/constants/49a5228973be1d83 b/.hypothesis/constants/49a5228973be1d83
new file mode 100644
index 0000000000000000000000000000000000000000..8e3b8d47f2d2329ce8aab4bc0df271a0cc9d7148
--- /dev/null
+++ b/.hypothesis/constants/49a5228973be1d83
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/routers/intelligence_center.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.001, 0.01, 0.8, 0.98, 0.999, 1.5, 2.3, 3.5, 94.5, 98.1, 99.9, 400, 404, 500, 1000, ',', '/activities/recent', '/ai/analyze', '/ai/chat', '/analytics/dashboard', '/analytics/export', '/analytics/query', '/cases/bulk/archive', '/cases/bulk/assign', '/cases/bulk/delete', '/cases/bulk/export', '/embeddings/generate', '/health', '/intelligence', '/search', '/search/index', '/search/suggestions', '30-60 seconds', '30d', 'AI analysis failed', 'AI chat failed', 'Bulk archive failed', 'Bulk assign failed', 'Bulk delete failed', 'Bulk export failed', 'Content to analyze', 'Export failed', 'Export filters', 'Export format', 'Grouping dimensions', 'Maximum activities', 'Maximum results', 'Maximum suggestions', 'Not found', 'Query filters', 'Results offset', 'Search failed', 'Search filters', 'Search query', 'Type of dashboard', 'Untitled', 'compliance', 'confidence', 'content', 'content_id', 'conversation_id', 'count', 'csv', 'date', 'default', 'description', 'dimensions', 'embeddings', 'errorRate', 'errors', 'estimatedTime', 'exportId', 'fraud', 'fraud_investigator', 'healthy', 'id', 'intelligence', 'intelligence-center', 'message', 'metadata', 'model', 'overview', 'persona', 'queued', 'response', 'responseTime', 'risk', 'role', 'score', 'semantic', 'service', 'similarity_score', 'status', 'success', 'timestamp', 'title', 'type', 'unknown', 'uptime', 'user_id']
\ No newline at end of file
diff --git a/.hypothesis/constants/49e740080d877f72 b/.hypothesis/constants/49e740080d877f72
new file mode 100644
index 0000000000000000000000000000000000000000..16671c6f81fad28e1d8b94dbd13a6cbb2f82aec1
--- /dev/null
+++ b/.hypothesis/constants/49e740080d877f72
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/config.py
+# hypothesis_version: 6.148.8
+
+[50.0, 75.0, 90.0, 1000, 1024, 3600, '.env', '/api/v1', 'ENVIRONMENT', 'RS', 'RS256', 'TLSv1.2', 'change', 'dev', 'development', 'dummy', 'hardcoded', 'ignore', 'local_minilm', 'localhost:9092', 'placeholder', 'prod', 'production', 'secret', 'simulation', 'utf-8']
\ No newline at end of file
diff --git a/.hypothesis/constants/4a1072dd3a50743c b/.hypothesis/constants/4a1072dd3a50743c
new file mode 100644
index 0000000000000000000000000000000000000000..2bc1b8c3e56477180f1257cdbac087b2e38252b6
--- /dev/null
+++ b/.hypothesis/constants/4a1072dd3a50743c
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/cqrs/investigation_handlers.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.3, 0.4, 0.5, 0.7, 10000, 'Case not found', 'HIGH', 'LOW', 'MEDIUM', 'Suspicious merchant', 'account_id', 'amount', 'analysis_id', 'analyzed_at', 'assigned_to', 'case_id', 'case_type', 'created_at', 'created_by', 'description', 'evidence_id', 'filename', 'id', 'indicators', 'merchant', 'priority', 'queued', 'recommendations', 'risk_level', 'risk_score', 'status', 'timestamp', 'title', 'transaction_id', 'updated_at', 'updated_by', 'uploaded_at']
\ No newline at end of file
diff --git a/.hypothesis/constants/4bd99954ff3eeaa7 b/.hypothesis/constants/4bd99954ff3eeaa7
new file mode 100644
index 0000000000000000000000000000000000000000..b0fd8f16e2e87956226bcacd03961741e892839c
--- /dev/null
+++ b/.hypothesis/constants/4bd99954ff3eeaa7
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/infrastructure/error_handler.py
+# hypothesis_version: 6.148.8
+
+['429', 'API_GENERIC_ERROR', 'API_RATE_LIMIT', 'API_TIMEOUT', 'AUTHZ_FAILED', 'AUTH_FAILED', 'DB_CONNECTION_ERROR', 'DB_CONSTRAINT_ERROR', 'DB_GENERIC_ERROR', 'Service error', 'VALIDATION_ERROR', 'authentication', 'authorization', 'business_logic', 'category', 'connection', 'constraint', 'critical', 'database', 'details', 'error_code', 'external_api', 'high', 'infrastructure', 'integrity', 'low', 'medium', 'message', 'original_error', 'rate limit', 'retryable', 'severity', 'timeout', 'unknown', 'validation']
\ No newline at end of file
diff --git a/.hypothesis/constants/4c623306d95f3eab b/.hypothesis/constants/4c623306d95f3eab
new file mode 100644
index 0000000000000000000000000000000000000000..38b38dc29bbc67287441b1a3e3432247b84351d1
--- /dev/null
+++ b/.hypothesis/constants/4c623306d95f3eab
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/routers/v1/integration.py
+# hypothesis_version: 6.148.8
+
+[400, 403, 404, 500, '/external', '/health', '/integration', '/plugins', '/webhooks', '/webhooks/events', '/ws', '/ws/broadcast', '/ws/notifications', 'Event type', 'Filter by event type', 'Filter by provider', 'Filter by status', 'Integration name', 'Message to broadcast', 'Not found', 'Plugin not found', 'Webhook URL', 'Webhook not found', 'Webhook signature', 'Webhook test failed', 'active', 'admin', 'broadcasted', 'category', 'count', 'description', 'event_type', 'events', 'healthy', 'integration', 'integration-layer', 'integrations', 'message', 'plugins', 'processed', 'provider', 'secret', 'service', 'status', 'super_admin', 'test', 'timestamp', 'type', 'url', 'user_id', 'webhooks', 'welcome']
\ No newline at end of file
diff --git a/.hypothesis/constants/4c9b1497685bcc51 b/.hypothesis/constants/4c9b1497685bcc51
new file mode 100644
index 0000000000000000000000000000000000000000..e6c5fc38a95ad7c10a657850c367b4e11161efec
--- /dev/null
+++ b/.hypothesis/constants/4c9b1497685bcc51
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/schemas/case.py
+# hypothesis_version: 6.148.8
+
+[0.0, 100, 200, 2000, 'Medium', 'USD', 'Unknown', 'archived', 'assigned_to', 'closed', 'created_at', 'customer_name', 'due_date', 'fraud_amount', 'general', 'gregory', 'id', 'in_progress', 'low', 'open', 'risk_level', 'risk_score', 'standard', 'updated_at']
\ No newline at end of file
diff --git a/.hypothesis/constants/4db387f88d0c74bf b/.hypothesis/constants/4db387f88d0c74bf
new file mode 100644
index 0000000000000000000000000000000000000000..5903ea82545648d6a399a0abff1780c8638747a1
--- /dev/null
+++ b/.hypothesis/constants/4db387f88d0c74bf
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/intelligence/semantic_search_service.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.3, 0.5, 0.7, 0.9, 384, './data/chroma', './data/faiss_index', 'Unknown backend type', 'all-MiniLM-L6-v2', 'backend', 'chroma', 'collection_name', 'content', 'data/vector_store.db', 'db_path', 'description', 'distances', 'document_id', 'documents', 'embedding_dimension', 'error', 'faiss', 'file', 'fraud_evidence', 'id', 'ids', 'index_path', 'index_type', 'indexed_at', 'metadata', 'metadata_path', 'metadatas', 'next_id', 'persist_directory', 'r', 'similarity', 'sqlite', 'total_documents', 'w']
\ No newline at end of file
diff --git a/.hypothesis/constants/4de87833a5b1c747 b/.hypothesis/constants/4de87833a5b1c747
new file mode 100644
index 0000000000000000000000000000000000000000..7b9bd72e52f08b40a17ec8f6b5b3deab5e19d435
--- /dev/null
+++ b/.hypothesis/constants/4de87833a5b1c747
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/infrastructure/advanced_config_manager.py
+# hypothesis_version: 6.148.8
+
+[100, 384, 4096, '.', '.encryption_key', 'DATABASE_URL', 'ENCRYPTION_KEY', 'ENVIRONMENT', 'JWT_SECRET_KEY', 'LOG_LEVEL', 'PROMETHEUS_ENABLED', 'REDIS_URL', 'SECRET_KEY', 'base.yaml', 'bool', 'change_history_count', 'config', 'config_count', 'config_overrides', 'database', 'database.url', 'description', 'dev', 'development', 'environment', 'etcd', 'feature_flags', 'file', 'float', 'healthy', 'hot_reload_active', 'int', 'json', 'last_updated', 'lenient', 'logging.level', 'prod', 'production', 'profiles', 'profiles.yaml', 'profiles_count', 'r', 'rb', 're', 'redis.url', 'secrets.enc', 'secrets_count', 'secrets_keys', 'secrets_overrides', 'security.secret_key', 'stage', 'staging', 'status', 'strict', 'string', 'test', 'testing', 'validators', 'validators_count', 'vault', 'w', 'warn', 'wb', 'yaml']
\ No newline at end of file
diff --git a/.hypothesis/constants/4eab8ef42e49e1d8 b/.hypothesis/constants/4eab8ef42e49e1d8
new file mode 100644
index 0000000000000000000000000000000000000000..ce23665a096be529eca09ac2ed43e75243bfbcd3
--- /dev/null
+++ b/.hypothesis/constants/4eab8ef42e49e1d8
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/intelligence/metadata_extraction_service.py
+# hypothesis_version: 6.148.8
+
+[0.0, 100, 1080, 1920, 4096, '...', '1.7', 'Author name changed', 'Document Author', 'Microsoft Word', 'Unknown', 'acrobat pro', 'application/pd', 'author', 'content_hash', 'copy', 'created', 'discrepancies', 'doc_a', 'doc_b', 'field', 'gimp', 'hash_match', 'high', 'image', 'image/jpeg', 'image/png', 'image/ti', 'medium', 'missing_author', 'pd', 'photoshop', 'print', 'rb', 'risk_score', 'sRGB', 'severity', 'software', 'tamper_indicators']
\ No newline at end of file
diff --git a/.hypothesis/constants/5027269cdc6490ca b/.hypothesis/constants/5027269cdc6490ca
new file mode 100644
index 0000000000000000000000000000000000000000..1b52ad89a30541cfa5a4fdb4e969b660c3424574
--- /dev/null
+++ b/.hypothesis/constants/5027269cdc6490ca
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/ai/advanced_ai_service.py
+# hypothesis_version: 6.148.8
+
+[-0.3, -0.2, -0.15, 0.0, 0.02, 0.05, 0.1, 0.3, 0.5, 0.7, 0.8, 0.85, 0.9, 0.95, 1.0, 100, 500, 1000, 5000, 'No active model', 'Normal user behavior', 'Verified location', 'account_age_days', 'accuracy', 'accuracy_drop', 'active_models', 'aggregating_models', 'changes', 'clients_submitted', 'collecting_updates', 'confidence_change', 'current_round', 'deployed_at', 'deprecated', 'detected_biases', 'device_fingerprint', 'error', 'errors', 'failed', 'fairness_score', 'feature_importances_', 'features', 'federated_learning', 'file', 'fraud_detection', 'identity_analysis', 'idle', 'labels', 'last_aggregation', 'location_risk', 'merchant_category', 'min_clients_required', 'model_age_days', 'model_directory', 'models', 'models_checked', 'models_deployed', 'models_retrained', 'needed', 'new_data_threshold', 'predicted_impact', 'previous_fraud_count', 'protected_attributes', 'ready', 'reason', 'reasons', 'recommendations', 'retraining_status', 'risk_assessment', 'scenario', 'status', 'time_based', 'time_of_day', 'total_model_versions', 'training', 'transaction_amount', 'user_behavior_score', 'version']
\ No newline at end of file
diff --git a/.hypothesis/constants/502afeab6105ee1e b/.hypothesis/constants/502afeab6105ee1e
new file mode 100644
index 0000000000000000000000000000000000000000..bc5caeb4fc943316afd950531971bef12a0c11aa
--- /dev/null
+++ b/.hypothesis/constants/502afeab6105ee1e
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/routers/analytics.py
+# hypothesis_version: 6.148.8
+
+[0.0, 500, '/behavioral', '/case-metrics', '/cases', '/fraud-stats', '/overview', '/temporal-flow', '/transactions', '30d', 'ARCHIVED', 'CARD_FRAUD', 'CHECK_FRAUD', 'CLOSED', 'FRAUD_SUSPECTED', 'HIGH', 'INVESTIGATING', 'LOW', 'MEDIUM', 'MONEY_LAUNDERING', 'OPEN', 'PENDING_REVIEW', 'Uncategorized', 'Unknown Source', 'Unknown Target', 'WIRE_FRAUD', 'amount', 'analytics_service', 'avg_risk_score', 'case_service', 'case_stats', 'category', 'confirmed', 'created_at', 'cutoff_date', 'd', 'db_service', 'dismissed', 'endpoint', 'flagged', 'fraudulent_cases', 'get_case_analytics', 'get_case_metrics', 'get_fraud_statistics', 'get_system_overview', 'get_temporal_flow', 'high', 'id', 'low', 'medium', 'normal', 'pending', 'prevention_rate', 'recent_cases', 'require_permission', 'riskScore', 'source', 'statistics', 'status', 'suspicious', 'target', 'test-user-id', 'test@test.com', 'testuser', 'timestamp', 'title', 'total_cases', 'total_closed', 'total_fraud_amount', 'total_investigating', 'total_open', 'type', 'user']
\ No newline at end of file
diff --git a/.hypothesis/constants/50fba729e2eb186f b/.hypothesis/constants/50fba729e2eb186f
new file mode 100644
index 0000000000000000000000000000000000000000..5f754def77b1d3ce0e345853a225840aa78b1f79
--- /dev/null
+++ b/.hypothesis/constants/50fba729e2eb186f
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/infrastructure/circuit_breaker.py
+# hypothesis_version: 6.148.8
+
+[0.0, 30.0, 60.0, 3600, 'circuit_breaker.py', 'closed', 'config', 'failure_count', 'failure_rate', 'failure_threshold', 'file', 'half_open', 'healthy', 'last_failure_ago', 'last_failure_time', 'name', 'open', 'recovery_timeout', 'state', 'success_count', 'success_threshold', 'timeout']
\ No newline at end of file
diff --git a/.hypothesis/constants/5159b56f05381fb5 b/.hypothesis/constants/5159b56f05381fb5
new file mode 100644
index 0000000000000000000000000000000000000000..5cf0361d5494c3b6e68a1cd1e1ad076f0d2880c6
--- /dev/null
+++ b/.hypothesis/constants/5159b56f05381fb5
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/csrf.py
+# hypothesis_version: 6.148.8
+
+[403, '.', '/auth/register', '/auth/token', '/health', '/metrics', 'CSRF token missing', 'GET', 'HEAD', 'Invalid CSRF token', 'OPTIONS', 'SECRET_KEY', 'TRACE', 'X-CSRF-Token', 'anonymous', 'dev-secret-key', 'session_id']
\ No newline at end of file
diff --git a/.hypothesis/constants/520b8658a681898c b/.hypothesis/constants/520b8658a681898c
new file mode 100644
index 0000000000000000000000000000000000000000..04e6ce7de3f46524f899e911be8065d09684172b
--- /dev/null
+++ b/.hypothesis/constants/520b8658a681898c
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/ai/model_registry.py
+# hypothesis_version: 6.148.8
+
+[1000, 'MLFLOW_TRACKING_URI', 'Production']
\ No newline at end of file
diff --git a/.hypothesis/constants/527443e9ef6b40db b/.hypothesis/constants/527443e9ef6b40db
new file mode 100644
index 0000000000000000000000000000000000000000..7f7a245445fb80c74fea66d75a1f5a2b406be287
--- /dev/null
+++ b/.hypothesis/constants/527443e9ef6b40db
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/plugins/zenith/integration/payment/simulation/plugin.py
+# hypothesis_version: 6.148.8
+
+[0.05, 0.1, '1.0.0', 'Unknown action', 'action', 'amount', 'client_secret', 'currency', 'error', 'event_type', 'handle_webhook', 'message', 'official', 'payment_id', 'payment_intent_id', 'payment_processing', 'process_payment', 'processed', 'provider', 'refund_id', 'refund_payment', 'simulation', 'simulation_payment', 'status', 'succeeded', 'success', 'unknown', 'usd', 'v1', 'webhook_handler']
\ No newline at end of file
diff --git a/.hypothesis/constants/52d5c32550e4ca4d b/.hypothesis/constants/52d5c32550e4ca4d
new file mode 100644
index 0000000000000000000000000000000000000000..7b05b1dbcebaf76bb63b9d8957449f0508be52b3
--- /dev/null
+++ b/.hypothesis/constants/52d5c32550e4ca4d
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/analytics/advanced_analytics_service.py
+# hypothesis_version: 6.148.8
+
+[0.8, 0.85, 0.9, 0.92, 87.3, 97.8, 98.1, 99.5, 99.7, 100, 200, 365, 3600, '30d', '@', 'ARCHIVED', 'CLOSED', 'accuracy', 'avgResolutionTime', 'avgResponseTime', 'avg_resolution_time', 'case', 'caseId', 'caseTrends', 'cases', 'confidence', 'count', 'd', 'date', 'description', 'high', 'id', 'increasing', 'insights', 'lastUpdated', 'm', 'medium', 'performanceMetrics', 'predictedCases', 'recommendations', 'relevance', 'resolutionRate', 'resolved', 'resolvedCases', 'riskScore', 'severity', 'stable', 'systemUptime', 'text', 'timestamp', 'title', 'totalCases', 'trend', 'type', 'user', 'w', 'y']
\ No newline at end of file
diff --git a/.hypothesis/constants/5398660596de4cc7 b/.hypothesis/constants/5398660596de4cc7
new file mode 100644
index 0000000000000000000000000000000000000000..5b00a6d73aff9bce984ee5d4e84c7ae38182d06c
--- /dev/null
+++ b/.hypothesis/constants/5398660596de4cc7
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/business/asset_service.py
+# hypothesis_version: 6.148.8
+
+[0.0, 'IDR', 'asset_name', 'asset_type', 'by_status', 'by_type', 'certificate_number', 'currency', 'description', 'estimated_value', 'location', 'metadata', 'metadata_json', 'owner_entity_id', 'pending', 'status', 'total_assets', 'total_value', 'valuation_date']
\ No newline at end of file
diff --git a/.hypothesis/constants/5531e6d75815f92e b/.hypothesis/constants/5531e6d75815f92e
new file mode 100644
index 0000000000000000000000000000000000000000..c2204b99cabc7fe676eb595605016bbf7dc27779
--- /dev/null
+++ b/.hypothesis/constants/5531e6d75815f92e
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/router_registry.py
+# hypothesis_version: 6.148.8
+
+['/api/v1', '/health', '/health/live', '/health/ready', 'AI Analytics', 'Compliance Suite', 'Health', 'Identity System', 'Integration Layer', 'Intelligence Center', 'Investigation Hub', 'Platform Admin', 'alive', 'healthy', 'ready', 'service', 'status', 'timestamp', 'zenith-api']
\ No newline at end of file
diff --git a/.hypothesis/constants/55a423bf73f4bb24 b/.hypothesis/constants/55a423bf73f4bb24
new file mode 100644
index 0000000000000000000000000000000000000000..37ecf903eb39d2441dd254bd34e519b398abe059
--- /dev/null
+++ b/.hypothesis/constants/55a423bf73f4bb24
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/ai/feedback_analyzer.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.7, 0.8, 1.0, 100, '...', 'AIFeedbackAnalyzer', 'FeedbackType', 'Sentiment', 'add', 'amazing', 'avg_priority_score', 'awesome', 'awful', 'bad', 'blocks_workflow', 'broken', 'bug', 'bug_report', 'confusing', 'content', 'crash', 'design', 'difficult', 'easy', 'error', 'excellent', 'fast', 'feature', 'feature_request', 'feedback_analyzer', 'feedback_analyzer.py', 'file', 'general_feedback', 'good', 'great', 'hate', 'helpful', 'id', 'implement', 'interface', 'lag', 'layout', 'loading', 'love', 'navigation', 'negative', 'neutral', 'not working', 'perfect', 'performance', 'performance_issue', 'platform', 'please add', 'positive', 'priority_score', 'recent_feedback', 'sentiment', 'sentiment_breakdown', 'slow', 'source', 'speed', 'stats', 'tags', 'terrible', 'timestamp', 'total_feedback', 'type', 'type_breakdown', 'ui', 'unknown', 'usability', 'usability_feedback', 'user_id', 'version', 'votes', 'would like']
\ No newline at end of file
diff --git a/.hypothesis/constants/5615bc105633db7e b/.hypothesis/constants/5615bc105633db7e
new file mode 100644
index 0000000000000000000000000000000000000000..6fc1ab858547495a6018d30ef61b87bfb620e848
--- /dev/null
+++ b/.hypothesis/constants/5615bc105633db7e
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/models/system_operations.py
+# hypothesis_version: 6.148.8
+
+[100, 'agent_approvals', 'extend_existing', 'in_progress', 'medium', 'pending', 'rookie_checklists', 'users.id']
\ No newline at end of file
diff --git a/.hypothesis/constants/567ce8497d804855 b/.hypothesis/constants/567ce8497d804855
new file mode 100644
index 0000000000000000000000000000000000000000..46f49241c688678d3fc1ea6511c3f0dd1ec15220
--- /dev/null
+++ b/.hypothesis/constants/567ce8497d804855
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/routers/v1/investigation.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.2, 0.3, 0.6, 0.8, 1.0, 100, 400, 404, 500, 10000, 50000, 100000, '/cases', '/cases/bulk/assign', '/cases/bulk/delete', '/cases/bulk/status', '/cases/{case_id}', '/evidence/upload', '/evidence/{case_id}', '/fraud/analyze', '/fraud/analyze/batch', '/fraud/rules', '/health', '/investigation', '/stats', 'CRITICAL', 'Case not found', 'HIGH', 'LOW', 'MEDIUM', 'New case status', 'Not found', 'Rule conditions', 'Rule description', 'Rule name', 'Rule priority', 'active_cases', 'alerts', 'amount', 'auto', 'case_id', 'closed_cases', 'completed', 'count', 'description', 'evidence', 'evidence_count', 'fraud_cases', 'fraud_score', 'healthy', 'id', 'investigation', 'investigation-hub', 'matched', 'message', 'name', 'notes', 'progress', 'results', 'risk_level', 'rules', 'service', 'source_id', 'started', 'status', 'target_id', 'timestamp', 'total_cases', 'transaction_id', 'transactions', 'type', 'unknown', 'unmatched']
\ No newline at end of file
diff --git a/.hypothesis/constants/5717745b74f1273d b/.hypothesis/constants/5717745b74f1273d
new file mode 100644
index 0000000000000000000000000000000000000000..0fa6bf4f56e06d0f1077a370ee4a0be68cbb061c
--- /dev/null
+++ b/.hypothesis/constants/5717745b74f1273d
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/intelligence/vector_store.py
+# hypothesis_version: 6.148.8
+
+[]
\ No newline at end of file
diff --git a/.hypothesis/constants/5b57482a7e417d7f b/.hypothesis/constants/5b57482a7e417d7f
new file mode 100644
index 0000000000000000000000000000000000000000..0185dc9d646ef4a5e37060a72d24ae7993d9059c
--- /dev/null
+++ b/.hypothesis/constants/5b57482a7e417d7f
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/frenly_memory_service.py
+# hypothesis_version: 6.148.8
+
+['assistant', 'content', 'persona', 'role', 'session_id', 'timestamp', 'user']
\ No newline at end of file
diff --git a/.hypothesis/constants/5f3373f84cc023f0 b/.hypothesis/constants/5f3373f84cc023f0
new file mode 100644
index 0000000000000000000000000000000000000000..111ac8209410ea85b73beddc2fc0e63ccfb41b65
--- /dev/null
+++ b/.hypothesis/constants/5f3373f84cc023f0
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/infrastructure/cache_service.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.5, 2.0, 300, 1000, 1800, 2000, 3600, 6379, '*', 'N/A', 'analytics:', 'args', 'auth:', 'available', 'avg_query_time_saved', 'cache_configuration', 'cache_invalidations', 'cache_service.py', 'cache_statistics', 'case:', 'case:*', 'case:list', 'case:stats', 'connected_clients', 'dashboard:*', 'db_size', 'default_ttl', 'deletes', 'entries', 'error', 'evictions', 'file', 'function', 'hit_rate', 'hits', 'kwargs', 'l1_cache', 'l2_cache', 'l3_cache', 'localhost', 'max_entries', 'memory_used', 'metrics', 'misses', 'primary_db_hits', 'query_cache', 'query_hits', 'query_misses', 'read_replica_hits', 'reason', 'replica_count', 'serialization_failed', 'sets', 'stats:', 'total_requests', 'total_size_bytes', 'transaction:', 'transaction:*', 'transaction:list', 'used_memory_human', 'user:', 'user:*', 'user:list', 'user:stats', 'utf-8', 'utilization']
\ No newline at end of file
diff --git a/.hypothesis/constants/60f3a751f4b95c09 b/.hypothesis/constants/60f3a751f4b95c09
new file mode 100644
index 0000000000000000000000000000000000000000..61a65c1a61207e810104f3f608aae6eab7c8883b
--- /dev/null
+++ b/.hypothesis/constants/60f3a751f4b95c09
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/services.py
+# hypothesis_version: 6.148.8
+
+['alert_intelligence', 'business_metrics', 'case-events', 'collaboration', 'compensating-actions', 'event_consumer', 'event_sourcing', 'fraud-events', 'investigation-events', 'key_rotation', 'monitoring', 'performance_monitor', 'proactive_monitoring', 'redis']
\ No newline at end of file
diff --git a/.hypothesis/constants/62ef20f5b4a75db4 b/.hypothesis/constants/62ef20f5b4a75db4
new file mode 100644
index 0000000000000000000000000000000000000000..8725a3e6c4c280e7c712a87059778085ba9561c3
--- /dev/null
+++ b/.hypothesis/constants/62ef20f5b4a75db4
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/models/abac.py
+# hypothesis_version: 6.148.8
+
+[255, 500, 'ABACPolicy', 'ABACPolicyRule', 'User', 'abac_policies', 'abac_policies.id', 'abac_policy_rules', 'abac_policy_sets', 'all, delete-orphan', 'allow', 'deny_overrides', 'extend_existing', 'policy', 'rules', 'users.id']
\ No newline at end of file
diff --git a/.hypothesis/constants/6441b20c3162875e b/.hypothesis/constants/6441b20c3162875e
new file mode 100644
index 0000000000000000000000000000000000000000..cfd5b37b0d8cf5c681cb30952b0336a9d8ae02b8
--- /dev/null
+++ b/.hypothesis/constants/6441b20c3162875e
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/infrastructure/monitoring_service.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.1, 0.5, 0.7, 0.95, 0.99, 0.999, 1.0, 1.1, 5.0, 80.0, 85.0, 2000.0, -100, 100, 200, 500, 1000, 1024, 10000, '.tmp', '/', 'GET', 'Poor user experience', 'Review error logs', '_thread', 'active_connections', 'active_threads', 'advanced_metrics', 'alerts', 'anomaly_predictions', 'app.error_count', 'app.request_count', 'application', 'available_gb', 'average', 'avg_response_time', 'boot_time', 'bottleneck_detected', 'bottlenecks', 'bytes_recv', 'bytes_sent', 'capacity_forecast', 'change_percent', 'confidence', 'core_count', 'cpu_analysis', 'cpu_percent', 'cpu_saturation', 'cpu_usage', 'cpu_usage_percent', 'critical', 'current', 'current_load', 'decreasing', 'degrading', 'description', 'disk_io', 'disk_usage', 'disk_usage_percent', 'error_count', 'error_counts', 'error_events', 'error_rate', 'error_rate_trend', 'error_summary', 'error_types', 'file', 'gauge', 'getloadavg', 'health_metrics', 'healthy', 'high', 'high_error_rate', 'horizontal', 'impact', 'improving', 'increasing', 'key_metrics', 'load_average', 'medium', 'memory_analysis', 'memory_percent', 'memory_pressure', 'memory_usage', 'memory_usage_mb', 'message', 'method', 'monitoring_service', 'net_connections', 'network_connections', 'network_io', 'none', 'p50', 'p95', 'p99', 'p999', 'packets_recv', 'packets_sent', 'path', 'peak', 'percent', 'performance_history', 'performance_insights', 'performance_metrics', 'performance_trends', 'predicted_load_7d', 'prediction', 'predictive_analytics', 'queue_length', 'r', 'read_bytes', 'read_count', 'real_time_monitoring', 'recent_errors', 'recommendations', 'recommended_scaling', 'request_count', 'request_queue', 'requests_per_second', 'response_time_avg', 'response_time_spikes', 'response_time_trend', 'saved_at', 'session_id', 'severity', 'slow_response_times', 'stable', 'status', 'system', 'system.cpu_percent', 'system_health', 'system_status', 'throughput_analysis', 'timestamp', 'total_errors', 'total_gb', 'total_requests', 'trend', 'type', 'unhandled_exception', 'unhealthy', 'unknown', 'uptime_seconds', 'usage_percent', 'used', 'used_gb', 'user_id', 'utf-8', 'virtual_memory', 'volatility', 'w', 'write_bytes', 'write_count']
\ No newline at end of file
diff --git a/.hypothesis/constants/655fe0bb0401f273 b/.hypothesis/constants/655fe0bb0401f273
new file mode 100644
index 0000000000000000000000000000000000000000..e3b686866d3b1ce5a24b4d6a2acad2f5287e61db
--- /dev/null
+++ b/.hypothesis/constants/655fe0bb0401f273
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/business/user_journey_tracker.py
+# hypothesis_version: 6.148.8
+
+[100, 10000, 'Created new case', 'Generated report', 'Started analysis', 'Uploaded evidence', 'User logged in', 'Viewed dashboard', 'analysis_started', 'analytics', 'analytics_view', 'case_created', 'case_detail', 'case_detail_view', 'case_list_view', 'cases', 'conversion_rate', 'count', 'dashboard', 'dashboard_view', 'description', 'drop_off_points', 'drop_off_rate', 'earliest', 'event_breakdown', 'event_type', 'evidence', 'evidence_uploaded', 'evidence_view', 'from_step', 'funnel_steps', 'latest', 'login', 'metadata', 'report_generated', 'retained_users', 'time_range', 'timestamp', 'to_step', 'total_events', 'total_sessions', 'total_users', 'user_id']
\ No newline at end of file
diff --git a/.hypothesis/constants/66423e168f2abb5c b/.hypothesis/constants/66423e168f2abb5c
new file mode 100644
index 0000000000000000000000000000000000000000..fe7acbc8aa46bdaccfbfee4ef6978e7c2938da40
--- /dev/null
+++ b/.hypothesis/constants/66423e168f2abb5c
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/intelligence/semantic_search_service.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.3, 0.5, 0.7, 0.9, 384, './data/chroma', './data/faiss_index', 'all-MiniLM-L6-v2', 'backend', 'chroma', 'collection_name', 'content', 'data/vector_store.db', 'db_path', 'description', 'distances', 'document_id', 'documents', 'embedding_dimension', 'error', 'faiss', 'file', 'fraud_evidence', 'id', 'ids', 'index_path', 'index_type', 'indexed_at', 'metadata', 'metadata_path', 'metadatas', 'next_id', 'persist_directory', 'r', 'similarity', 'sqlite', 'total_documents', 'w']
\ No newline at end of file
diff --git a/.hypothesis/constants/6723544517f9e308 b/.hypothesis/constants/6723544517f9e308
new file mode 100644
index 0000000000000000000000000000000000000000..930683064e2e6e110fa8ffbce3e09d55c0612646
--- /dev/null
+++ b/.hypothesis/constants/6723544517f9e308
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/integration/collaboration/collaboration_service.py
+# hypothesis_version: 6.148.8
+
+[0.1, 1008, 1011, 8080, '#3b82f6', '/', 'Anonymous', 'Invalid JSON message', 'Invalid session path', 'TESTING', 'active', 'active_connections', 'active_sessions', 'changes', 'chat_message', 'color', 'created_at', 'cursor', 'cursor_update', 'entity_id', 'entity_name', 'entity_select', 'entity_selected', 'entity_update', 'entity_updated', 'error', 'false', 'file', 'host', 'id', 'investigator', 'join_session', 'join_success', 'joined_at', 'last_activity', 'leave_session', 'leave_success', 'localhost', 'message', 'name', 'participant_color', 'participant_id', 'participant_left', 'participant_name', 'participants', 'ping', 'pong', 'port', 'role', 'selected_entity', 'server_running', 'session', 'session_id', 'session_state', 'status', 'timestamp', 'total_connections', 'total_participants', 'true', 'type', 'ws', 'ws://localhost:8080', 'x', 'y']
\ No newline at end of file
diff --git a/.hypothesis/constants/675d837d4c9f5a53 b/.hypothesis/constants/675d837d4c9f5a53
new file mode 100644
index 0000000000000000000000000000000000000000..4557b3e0511738ba39d62ae327a063073d2e44b2
--- /dev/null
+++ b/.hypothesis/constants/675d837d4c9f5a53
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/cache/redis_cache.py
+# hypothesis_version: 6.148.8
+
+[100, 300, 600, 1800, 3600, 6379, '_', 'localhost', 'open']
\ No newline at end of file
diff --git a/.hypothesis/constants/67b69a8d9f4321b7 b/.hypothesis/constants/67b69a8d9f4321b7
new file mode 100644
index 0000000000000000000000000000000000000000..3443b759049d32da689eec5e30b386ec773f81e9
--- /dev/null
+++ b/.hypothesis/constants/67b69a8d9f4321b7
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/routers/investigation_hub.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.3, 0.6, 0.8, 1.0, 100, 400, 404, 500, '/cases', '/cases/{case_id}', '/evidence/upload', '/evidence/{case_id}', '/fraud/analyze', '/fraud/analyze/batch', '/health', '/investigation', 'CRITICAL', 'Case not found', 'HIGH', 'LOW', 'MEDIUM', 'Not found', 'alerts', 'case_id', 'count', 'desc', 'description', 'evidence', 'fraud_score', 'healthy', 'investigation', 'investigation-hub', 'message', 'results', 'risk_level', 'rule', 'service', 'status', 'timestamp', 'transaction_id', 'transactions', 'unknown']
\ No newline at end of file
diff --git a/.hypothesis/constants/6821b60d100d91c8 b/.hypothesis/constants/6821b60d100d91c8
new file mode 100644
index 0000000000000000000000000000000000000000..a7f211857b511e2875cbf35bbd36eeeeb08ca530
--- /dev/null
+++ b/.hypothesis/constants/6821b60d100d91c8
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/business/evidence_service.py
+# hypothesis_version: 6.148.8
+
+[' AND ', '1=1', 'caseId', 'case_id', 'customerName', 'e.case_id = :case_id', 'evidence_service.py', 'file', 'fileName', 'filePath', 'fileType', 'file_type', 'fraudAmount', 'id', 'ids', 'items', 'limit', 'ocrText', 'offset', 'page', 'page_size', 'processingStatus', 'project_id', 'q', 'sizeBytes', 'total', 'total_pages', 'uploadedAt']
\ No newline at end of file
diff --git a/.hypothesis/constants/693d5a86a36b86d7 b/.hypothesis/constants/693d5a86a36b86d7
new file mode 100644
index 0000000000000000000000000000000000000000..1b47e8d42c34678c9f155c603de948795c9403af
--- /dev/null
+++ b/.hypothesis/constants/693d5a86a36b86d7
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/validation.py
+# hypothesis_version: 6.148.8
+
+[100, 128, 200, 255, 400, 413, 415, 500, 1000, 1024, 2000, '&#x27;', "'", '..', '/', ';', 'ADMIN', 'ANALYST', 'Assigned user ID', 'Case ID', 'Case description', 'Case status', 'Case title', 'Email address', 'File size in bytes', 'Filter by case ID', 'Invalid UUID format', 'Invalid content type', 'Invalid email format', 'MIME type', 'Maximum amount', 'Minimum amount', 'Original filename', 'PATCH', 'POST', 'PUT', 'Password', 'Result limit', 'Result offset', 'SENIOR_INVESTIGATOR', 'Search query', 'String required', 'User role', 'Username', 'XSS attempt detected', '\\', '^[a-zA-Z0-9._-]+$', '^[a-zA-Z0-9_-]+$', 'application/json', 'application/msword', 'application/pd', 'audio/mpeg', 'client_ip', 'closed', 'content-length', 'content-type', 'content_type', 'critical', 'end_date', 'file_type', 'high', 'image/bmp', 'image/gi', 'image/jpeg', 'image/png', 'investigating', 'low', 'max_size', 'medium', 'method', 'multipart/form-data', 'open', 'path', 'query', 'size', 'start_date', 'text/csv', 'text/plain', 'under_review', 'username', 'utf-8', 'video/mp4']
\ No newline at end of file
diff --git a/.hypothesis/constants/6bfb84fb53a51437 b/.hypothesis/constants/6bfb84fb53a51437
new file mode 100644
index 0000000000000000000000000000000000000000..1f8f423324d49029e6eb43ef03d91ac39cd52a3c
--- /dev/null
+++ b/.hypothesis/constants/6bfb84fb53a51437
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/fraud/__init__.py
+# hypothesis_version: 6.148.8
+
+[]
\ No newline at end of file
diff --git a/.hypothesis/constants/6c2af937bd899fb5 b/.hypothesis/constants/6c2af937bd899fb5
new file mode 100644
index 0000000000000000000000000000000000000000..a4eb9c232bc4b0707359a047b63884a14d74754f
--- /dev/null
+++ b/.hypothesis/constants/6c2af937bd899fb5
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/infrastructure/redis_cluster.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.1, 5.0, 100, 1000, 3600, 6379, 26379, ':', 'KV_URL', 'REDIS_CLUSTER_MODE', 'REDIS_HOST', 'REDIS_SENTINEL_MODE', 'REDIS_URL', '_in_use_connections', 'available', 'avg_response_time_ms', 'cluster_info', 'cluster_mode', 'cluster_state', 'config', 'connected', 'error', 'error_count', 'error_rate_percent', 'false', 'file', 'has_pool', 'host', 'hosts', 'in_use', 'info', 'localhost:6379', 'max', 'mymaster', 'nodes', 'performance', 'ping', 'ping_error', 'ping_success', 'pool', 'port', 'redis_cluster.py', 'sentinel_mode', 'total', 'total_operations', 'true', 'unknown']
\ No newline at end of file
diff --git a/.hypothesis/constants/6cfdeaed217941a2 b/.hypothesis/constants/6cfdeaed217941a2
new file mode 100644
index 0000000000000000000000000000000000000000..1023ac859524959877789cc23a8075cc02052c6f
--- /dev/null
+++ b/.hypothesis/constants/6cfdeaed217941a2
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/intelligence/__init__.py
+# hypothesis_version: 6.148.8
+
+['AMLService', 'EvidenceProcessor', 'FraudDetectionEngine', 'GeocodingService', 'ProcessingResult', 'SemanticSearchEngine', 'VectorStore', 'evidence_processor']
\ No newline at end of file
diff --git a/.hypothesis/constants/6d9b716fa29fc6b9 b/.hypothesis/constants/6d9b716fa29fc6b9
new file mode 100644
index 0000000000000000000000000000000000000000..517cae289d8db2ddd0a166eb9e8b7fd46f161e82
--- /dev/null
+++ b/.hypothesis/constants/6d9b716fa29fc6b9
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/logging.py
+# hypothesis_version: 6.148.8
+
+[1000, 1024, '%Y-%m-%d %H:%M:%S', '10', '5', 'DEBUG', 'ENVIRONMENT', 'HTTP request', 'INFO', 'LOG_BACKUP_COUNT', 'LOG_CONSOLE', 'LOG_FILE', 'LOG_FILE_ENABLED', 'LOG_FORMAT', 'LOG_LEVEL', 'LOG_MAX_SIZE_MB', 'Performance metric', 'Security event', 'WARNING', 'Z', 'Zenith', 'core.logging', 'details', 'development', 'duration_ms', 'error_type', 'event_type', 'exception', 'extra_fields', 'function', 'ip_address', 'json', 'level', 'line', 'logger', 'logs/production.log', 'logs/staging.log', 'logs/test.log', 'message', 'method', 'metric_name', 'metric_value', 'module', 'path', 'performance_metric', 'request_id', 'security_event', 'staging', 'status_code', 'tags', 'testing', 'text', 'timestamp', 'true', 'user_id', 'utf-8', 'zenith']
\ No newline at end of file
diff --git a/.hypothesis/constants/6de80e7101e42be4 b/.hypothesis/constants/6de80e7101e42be4
new file mode 100644
index 0000000000000000000000000000000000000000..afefce946f998a8ae51fef26018897840a2c052b
--- /dev/null
+++ b/.hypothesis/constants/6de80e7101e42be4
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/cqrs/investigation_service.py
+# hypothesis_version: 6.148.8
+
+[]
\ No newline at end of file
diff --git a/.hypothesis/constants/70eba89eacfb8c85 b/.hypothesis/constants/70eba89eacfb8c85
new file mode 100644
index 0000000000000000000000000000000000000000..7800565545cf4803d84748bda8d10840de0691ab
--- /dev/null
+++ b/.hypothesis/constants/70eba89eacfb8c85
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/frenly_event_bus.py
+# hypothesis_version: 6.148.8
+
+['REDIS_URL', 'backend', 'data', 'message', 'source', 'timestamp', 'type', 'user_id', 'utf-8']
\ No newline at end of file
diff --git a/.hypothesis/constants/71d14a8780535d9c b/.hypothesis/constants/71d14a8780535d9c
new file mode 100644
index 0000000000000000000000000000000000000000..7aeb2c90f8700cb27f19773ddb88d97e47b42e75
--- /dev/null
+++ b/.hypothesis/constants/71d14a8780535d9c
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/infrastructure/monitoring_service.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.1, 1.0, 5.0, 80.0, 85.0, 2000.0, -100, 100, 200, 500, 1000, 1024, 10000, '.tmp', '/', 'GET', '_stop_event', '_thread', 'active_threads', 'app.error_count', 'app.request_count', 'application', 'avg_response_time', 'boot_time', 'cpu_percent', 'cpu_usage', 'disk_usage', 'disk_usage_percent', 'error_count', 'error_counts', 'error_events', 'error_rate', 'error_summary', 'error_types', 'file', 'gauge', 'health_metrics', 'healthy', 'key_metrics', 'memory_percent', 'memory_usage', 'method', 'monitoring_service', 'net_connections', 'network_connections', 'path', 'percent', 'performance_history', 'performance_metrics', 'r', 'recent_errors', 'request_count', 'response_time_avg', 'saved_at', 'session_id', 'status', 'system', 'system.cpu_percent', 'system_health', 'system_status', 'timestamp', 'total_errors', 'total_requests', 'type', 'unhandled_exception', 'unhealthy', 'uptime_seconds', 'used', 'user_id', 'virtual_memory', 'w']
\ No newline at end of file
diff --git a/.hypothesis/constants/71e2b1402da6f45d b/.hypothesis/constants/71e2b1402da6f45d
new file mode 100644
index 0000000000000000000000000000000000000000..a3a15c9ef0983a69e958c1067caa6cd7fccbb853
--- /dev/null
+++ b/.hypothesis/constants/71e2b1402da6f45d
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/intelligence/aml_service.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.2, 0.4, 0.6, 0.8, 0.85, 0.95, 1.0, 100, 1000, 10000, ' -> ', 'Bahamas', 'Cayman Islands', 'GENERAL_STRUCTURING', 'HIGH', 'LOW', 'MEDIUM', 'NONE', 'NO_OWNERSHIP_DATA', 'PROBABILISTIC', 'Panama', 'REPEATED_AMOUNTS', 'STRUCTURED_DEPOSITS', 'Seychelles', 'THRESHOLD_AVOIDANCE', 'UBO', 'UNABLE TO DETERMINE', 'Unknown', 'VERIFIED', 'account_id', 'all_ubos', 'aml_service.py', 'amount', 'analyzed_at', 'anomalous_days', 'average_amount', 'average_daily_count', 'average_daily_volume', 'complexity_score', 'count', 'date', 'entity', 'error', 'file', 'graph_path', 'id', 'is_natural_person', 'is_person', 'jurisdiction', 'jurisdiction_risk', 'jurisdictions', 'layer_count', 'message', 'multiplier', 'name', 'ownership_pct', 'ownership_percentage', 'pattern_type', 'risk_level', 'smurfing_score', 'status', 'structuring_detected', 'suspicious_count', 'suspicious_window', 'threshold', 'total_amount', 'type', 'ubo_identified', 'unknown', 'velocity_anomaly', 'verification_status', 'verified', 'volume']
\ No newline at end of file
diff --git a/.hypothesis/constants/7204681063336c0a b/.hypothesis/constants/7204681063336c0a
new file mode 100644
index 0000000000000000000000000000000000000000..2b86dec1c87a8e6b594bedb287d5d21b5e23b803
--- /dev/null
+++ b/.hypothesis/constants/7204681063336c0a
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/infrastructure/apm_service.py
+# hypothesis_version: 6.148.8
+
+[b'authorization', b'user-agent', b'x-forwarded-for', b'x-real-ip', 0.1, 0.5, 0.95, 0.99, 1.0, 2.0, 80.0, 85.0, -100, 100, 200, 500, 1000, 1024, ',', '/', 'ALTER', 'Bearer ', 'CREATE', 'DELETE', 'DROP', 'INSERT', 'Internal Error', 'OTHER', 'SELECT', 'UPDATE', 'USD', 'VERCEL', 'active_connections', 'alerts', 'all_queries', 'anonymous', 'api_calls', 'api_response_time', 'apm_service.py', 'avg', 'avg_cpu_percent', 'avg_duration', 'avg_memory_percent', 'avg_query_time', 'avg_response_time', 'body', 'bytes_recv_mb', 'bytes_sent_mb', 'cache_hit_ratio', 'case_created', 'case_type', 'cases_created', 'connection_count', 'connection_id', 'count', 'cpu', 'cpu_high_events', 'cpu_percent', 'critical', 'currency', 'current_value', 'database', 'database_metrics', 'database_name', 'deadlocks', 'deadlocks_count', 'default', 'detection_type', 'disk', 'duration', 'endpoint', 'endpoint_performance', 'error', 'error_metrics', 'error_rate', 'error_type', 'error_types', 'errors_per_hour', 'execution_time', 'exported_at', 'failure', 'fast', 'file', 'fraud_confidence', 'fraud_detected', 'fraud_detections', 'frequency_mhz', 'generated_at', 'headers', 'high_cpu_usage', 'high_error_rate', 'high_memory_usage', 'http', 'http.response.body', 'http.response.start', 'idle_connections', 'is_high', 'is_slow', 'json', 'latest', 'latest_timestamp', 'level', 'login_attempts', 'long_running_queries', 'max', 'max_cpu_percent', 'max_duration', 'max_memory_percent', 'medium', 'memory', 'memory_high_events', 'memory_mb', 'memory_percent', 'message', 'metadata', 'method', 'metric', 'metric_name', 'metric_value', 'min', 'most_common_error', 'name', 'network', 'normal', 'p95_response_time', 'p99_response_time', 'password', 'path', 'percent', 'pool_name', 'pool_size', 'pool_utilization', 'pool_utilization_avg', 'pool_utilization_max', 'priority', 'process', 'query', 'query_string', 'query_type', 'query_types', 'request_metrics', 'requests_per_minute', 'row_count', 'samples', 'severity', 'slow', 'slow_queries_count', 'slow_queries_total', 'slow_requests_count', 'slow_response_time', 'stack_trace', 'standard', 'status', 'status_code', 'status_distribution', 'sub', 'success', 'sum', 'system_metrics', 'tags', 'threshold', 'time_range_hours', 'timestamp', 'total_errors', 'total_gb', 'total_mb', 'total_requests', 'transaction_amount', 'type', 'used_gb', 'used_mb', 'user_id', 'user_registration', 'user_registrations', 'user_type', 'utilization_rate', 'value', 'very_slow', 'waiting_connections', 'warning']
\ No newline at end of file
diff --git a/.hypothesis/constants/7282ec05fcfdbef9 b/.hypothesis/constants/7282ec05fcfdbef9
new file mode 100644
index 0000000000000000000000000000000000000000..fc66a4fe442f6cc3e04ee74488edfe46165e690e
--- /dev/null
+++ b/.hypothesis/constants/7282ec05fcfdbef9
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/ai/local_rag_engine.py
+# hypothesis_version: 6.148.8
+
+[0.02, 10000, 'data', 'english', 'id', 'metadata', 'r', 'rag_index.json', 'score', 'text', 'total_documents', 'utf-8', 'vocabulary_', 'vocabulary_size']
\ No newline at end of file
diff --git a/.hypothesis/constants/73443d09ac666626 b/.hypothesis/constants/73443d09ac666626
new file mode 100644
index 0000000000000000000000000000000000000000..44f3de27977065eea5f06603956010e0ec9601ca
--- /dev/null
+++ b/.hypothesis/constants/73443d09ac666626
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/middleware/input_sanitization.py
+# hypothesis_version: 6.148.8
+
+[100, 128, 255, 400, 413, 1000, 1024, '"', '&', '&#x27;', '&#x2F;', '&amp;', '&gt;', '&lt;', '&quot;', "'", '--\\s*$', '/', '/\\*.*?\\*/', '<', '>', 'HEAD', 'OPTIONS', 'active', 'additionalProperties', 'amount', 'application/json', 'completed', 'content-length', 'content-type', 'created_at', 'data_keys', 'date-time', 'description', 'email', 'enum', 'error', 'exec\\s*\\(', 'format', 'id', 'inactive', 'integer', 'javascript:', 'maxLength', 'minLength', 'minimum', 'multipart/form-data', 'name', 'number', 'object', 'on\\w+\\s*=', 'password', 'pending', 'properties', 'quantity', 'status', 'string', 'type', 'union\\s+select', 'updated_at', 'username', 'utf-8', 'vbscript:', 'xp_cmdshell']
\ No newline at end of file
diff --git a/.hypothesis/constants/73d25058e1096a5b b/.hypothesis/constants/73d25058e1096a5b
new file mode 100644
index 0000000000000000000000000000000000000000..2be379850f43cc36b6b4ef0c22653c0e77e280af
--- /dev/null
+++ b/.hypothesis/constants/73d25058e1096a5b
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/core/repository.py
+# hypothesis_version: 6.148.8
+
+[100, 'ModelType']
\ No newline at end of file
diff --git a/.hypothesis/constants/74de409b8dfbe4bc b/.hypothesis/constants/74de409b8dfbe4bc
new file mode 100644
index 0000000000000000000000000000000000000000..3f2ad56ed6ab18a5f990db0a0c02709bdae6175a
--- /dev/null
+++ b/.hypothesis/constants/74de409b8dfbe4bc
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/__init__.py
+# hypothesis_version: 6.148.8
+
+[]
\ No newline at end of file
diff --git a/.hypothesis/constants/760ab6588a4699f0 b/.hypothesis/constants/760ab6588a4699f0
new file mode 100644
index 0000000000000000000000000000000000000000..37ca69a9f1902ec08e87825187d8c7f42257c848
--- /dev/null
+++ b/.hypothesis/constants/760ab6588a4699f0
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/api_documentation.py
+# hypothesis_version: 6.148.8
+
+[0.85, 1800, '$1,500/mo', '$re', '2.0.0', '2025-12-17T05:00:00Z', '95%', 'Admin', 'Analytics', 'Authentication', 'BearerAuth', 'CASE-2025-001', 'Case Management', 'CaseCreated', 'Development server', 'Error', 'Error message', 'Evidence', 'Fraud Detection', 'FraudAnalysis', 'HIGH', 'HTTP status code', 'Health', 'JWT', 'Network Analysis', 'Newly created case', 'OPEN', 'Payment Webhooks', 'Production server', 'Provider Management', 'ProviderCategoryInfo', 'ProviderInfo', 'ProviderStatus', 'REVIEW_REQUIRED', 'Staging server', 'SuccessfulLogin', 'TXN001', 'WebhookProcessed', 'WebhookResponse', 'access_token', 'accuracy', 'ai_embedding', 'array', 'assigned_to', 'available', 'aws_ses', 'bearer', 'bearerFormat', 'blockchain', 'case_id', 'chainalysis', 'cohere', 'components', 'configured', 'created_at', 'deepLinking', 'default_provider', 'description', 'detail', 'email', 'event_type', 'example', 'examples', 'expires_in', 'filter', 'fraud_score', 'healthy', 'http', 'integer', 'is_paid', 'items', 'large_amount', 'llm', 'local_minilm', 'message', 'monokai', 'name', 'object', 'openai', 'overall_status', 'payment', 'pricing', 'priority', 'properties', 'providers', 'rapid_transactions', 'recommendation', 'refresh_token', 'risk_factors', 'risk_level', 'schemas', 'scheme', 'securitySchemes', 'sendgrid', 'showCommonExtensions', 'showExtensions', 'simulation', 'status', 'status_code', 'string', 'stripe_pi_12345', 'stripe_pi_123456', 'success', 'summary', 'title', 'token_type', 'transaction_id', 'trm_labs', 'type', 'unusual_location', 'url', 'value', 'webhook_id', 'website']
\ No newline at end of file
diff --git a/.hypothesis/constants/76142bb79d8565cb b/.hypothesis/constants/76142bb79d8565cb
new file mode 100644
index 0000000000000000000000000000000000000000..1b47e8d42c34678c9f155c603de948795c9403af
--- /dev/null
+++ b/.hypothesis/constants/76142bb79d8565cb
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/validation.py
+# hypothesis_version: 6.148.8
+
+[100, 128, 200, 255, 400, 413, 415, 500, 1000, 1024, 2000, '&#x27;', "'", '..', '/', ';', 'ADMIN', 'ANALYST', 'Assigned user ID', 'Case ID', 'Case description', 'Case status', 'Case title', 'Email address', 'File size in bytes', 'Filter by case ID', 'Invalid UUID format', 'Invalid content type', 'Invalid email format', 'MIME type', 'Maximum amount', 'Minimum amount', 'Original filename', 'PATCH', 'POST', 'PUT', 'Password', 'Result limit', 'Result offset', 'SENIOR_INVESTIGATOR', 'Search query', 'String required', 'User role', 'Username', 'XSS attempt detected', '\\', '^[a-zA-Z0-9._-]+$', '^[a-zA-Z0-9_-]+$', 'application/json', 'application/msword', 'application/pd', 'audio/mpeg', 'client_ip', 'closed', 'content-length', 'content-type', 'content_type', 'critical', 'end_date', 'file_type', 'high', 'image/bmp', 'image/gi', 'image/jpeg', 'image/png', 'investigating', 'low', 'max_size', 'medium', 'method', 'multipart/form-data', 'open', 'path', 'query', 'size', 'start_date', 'text/csv', 'text/plain', 'under_review', 'username', 'utf-8', 'video/mp4']
\ No newline at end of file
diff --git a/.hypothesis/constants/762be7a662f5b905 b/.hypothesis/constants/762be7a662f5b905
new file mode 100644
index 0000000000000000000000000000000000000000..88cae8bca6e7b2cfe147c7f10c4773bc1835acf4
--- /dev/null
+++ b/.hypothesis/constants/762be7a662f5b905
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/middleware/security_headers.py
+# hypothesis_version: 6.148.8
+
+['1; mode=block', 'DENY', 'ENVIRONMENT', 'Permissions-Policy', 'Referrer-Policy', 'X-Frame-Options', 'X-XSS-Protection', 'development', 'nosnif', 'production']
\ No newline at end of file
diff --git a/.hypothesis/constants/778ab69df8ec8ec6 b/.hypothesis/constants/778ab69df8ec8ec6
new file mode 100644
index 0000000000000000000000000000000000000000..595d2adee336823e42dd06d09e20b4b2c6a55de4
--- /dev/null
+++ b/.hypothesis/constants/778ab69df8ec8ec6
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/infrastructure/storage/backup_service.py
+# hypothesis_version: 6.148.8
+
+[0.0, 1024, 4096, '%Y%m%d_%H%M%S', '*', '*.tar.gz', '+00:00', '--version', '.', './data/backups', './data/config', './data/evidence', './restore', '.backup', '.env', '0 2 * * *', '1.0.0', '10', '30', '6', '7', 'Archive is empty', 'BACKUP_DIR', 'BACKUP_SCHEDULE', 'Backup not found', 'CONFIG_DIR', 'DATABASE_PATH', 'Database not found', 'EVIDENCE_DIR', 'MAX_BACKUP_SIZE_GB', 'REMOTE_BACKUP_URL', 'Unknown', 'Z', '_', '_full_', '_inc_', 'actual_hash', 'archive_path', 'backend/main.py', 'backup_chain', 'backup_config', 'backup_dir', 'backup_id', 'backup_metadata.json', 'backup_schedule', 'backup_service.py', 'backup_size', 'backup_stats', 'backups', 'base_backup', 'changes', 'completed', 'components', 'compressed_size', 'compression_level', 'compression_ratio', 'config', 'config_dir', 'config_modified', 'configuration', 'database', 'database.db', 'database_modified', 'database_path', 'duration_seconds', 'electron/main.js', 'encryption_enabled', 'error', 'evidence', 'evidence_dir', 'evidence_modified', 'expected_hash', 'failed_backups', 'false', 'file', 'file_count', 'files', 'full', 'id', 'incremental', 'integrity_hash', 'is_backup_running', 'last_backup_duration', 'last_backup_time', 'last_full_backup', 'max_backup_size_gb', 'metadata', 'node', 'node_version', 'original_size', 'package.json', 'path', 'platform', 'python_version', 'r', 'r:gz', 'rb', 'reason', 'recent_backups', 'remote_backup_url', 'restore_path', 'retention_days', 'scheduled', 'size', 'size_bytes', 'skipped', 'source', 'status', 'success', 'successful_backups', 'system_info', 'system_metadata.json', 'target', 'temp', 'timestamp', 'total_backups', 'total_size', 'total_size_gb', 'true', 'type', 'uname', 'valid', 'version', 'w', 'w:gz']
\ No newline at end of file
diff --git a/.hypothesis/constants/7796e19d6a3346c7 b/.hypothesis/constants/7796e19d6a3346c7
new file mode 100644
index 0000000000000000000000000000000000000000..4501f9ae451f340d7ab3cc5e3dd802000f70aea3
--- /dev/null
+++ b/.hypothesis/constants/7796e19d6a3346c7
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/models/compliance_audit.py
+# hypothesis_version: 6.148.8
+
+[100, 255, 500, 'USD', 'audit_logs', 'cases.id', 'completed', 'draft', 'extend_existing', 'medium', 'regulatory_reports', 'report_number', 'sars', 'training_records', 'users.id']
\ No newline at end of file
diff --git a/.hypothesis/constants/78cfffe6306a995d b/.hypothesis/constants/78cfffe6306a995d
new file mode 100644
index 0000000000000000000000000000000000000000..873555f5232626258509786ca9d74b9aee5a3faa
--- /dev/null
+++ b/.hypothesis/constants/78cfffe6306a995d
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/search_service.py
+# hypothesis_version: 6.148.8
+
+['auto', 'evidence', 'extracted_text', 'file', 'file_id', 'file_path', 'file_type', 'indexed_at', 'initialized', 'metadata', 'quality_score', 'search_service.py', 'sentiment_score', 'source', 'total_documents']
\ No newline at end of file
diff --git a/.hypothesis/constants/7aa33634fa89a2cc b/.hypothesis/constants/7aa33634fa89a2cc
new file mode 100644
index 0000000000000000000000000000000000000000..3f4afb64c7e1ca0eaf5a8f51fedb5c7e57eb5daa
--- /dev/null
+++ b/.hypothesis/constants/7aa33634fa89a2cc
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/repositories/user.py
+# hypothesis_version: 6.148.8
+
+[100, 3600, 'id', 'user', 'user_id_by_username']
\ No newline at end of file
diff --git a/.hypothesis/constants/7bd57c5adeb2a163 b/.hypothesis/constants/7bd57c5adeb2a163
new file mode 100644
index 0000000000000000000000000000000000000000..1bd4bb6b4ad496810e8c9ed3c8f7f8917ab5c167
--- /dev/null
+++ b/.hypothesis/constants/7bd57c5adeb2a163
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/plugin_manager.py
+# hypothesis_version: 6.148.8
+
+['BLOCKCHAIN_PROVIDER', 'CACHE_PROVIDER', 'CHARTS_PROVIDER', 'EMAIL_PROVIDER', 'LLM_PROVIDER', 'LOGGING_PROVIDER', 'METRICS_PROVIDER', 'OCR_PROVIDER', 'PAYMENT_PROVIDER', 'QUEUE_PROVIDER', 'REPORTING_PROVIDER', 'THEME_PROVIDER', 'TRANSLATION_PROVIDER', 'ai_embedding', 'anthropic', 'available', 'aws_ses', 'aws_textract', 'aws_translate', 'blockchain', 'cache', 'cdn', 'chainalysis', 'chartjs', 'charts', 'cohere', 'compliance_screening', 'configured', 'custom', 'd3', 'datadog', 'deepl', 'dow_jones', 'elasticsearch', 'email', 'geographic_risk', 'google_translate', 'google_vision', 'ip2location', 'is_configured', 'is_paid', 'jumio', 'kafka', 'lexisnexis', 'llm', 'local_minilm', 'logging', 'material', 'maxmind', 'memory', 'metrics', 'ocr', 'onfido', 'openai', 'payment', 'paypal', 'powerbi', 'prometheus', 'queue', 'rabbitmq', 'recharts', 'redis', 'reporting', 'sendgrid', 'simulation', 'splunk', 'stripe', 'tableau', 'tailwind', 'tesseract', 'theme', 'translation', 'trm_labs', 'validate_config', 'zenith/ui/charts/d3']
\ No newline at end of file
diff --git a/.hypothesis/constants/7e707227a8d4b277 b/.hypothesis/constants/7e707227a8d4b277
new file mode 100644
index 0000000000000000000000000000000000000000..5a1d5874a7087a27a6a16e3597ad9ea65d7fab2a
--- /dev/null
+++ b/.hypothesis/constants/7e707227a8d4b277
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/ai/intelligence_methods/real_time_learning.py
+# hypothesis_version: 6.148.8
+
+[0.3, 0.7, 1.0, 3600, 'IR', 'KP', 'SY', 'amount', 'amount_variance', 'avg_amount', 'behavior', 'behavior_matches', 'confidence_score', 'confirmed_fraud', 'country', 'date', 'entities', 'entity', 'entity_count', 'entity_matches', 'high_risk', 'high_risk_countries', 'is_pep', 'max_amount', 'pattern', 'pattern_matches', 'pep_count', 'rapid_transactions', 'recommendation', 'review', 'similarity', 'status', 'structuring_detected', 'structuring_flag', 'time_span', 'total_similar_cases', 'transaction', 'transaction_count', 'transaction_matches', 'transactions', 'unusual_hours', 'unusual_hours_flag']
\ No newline at end of file
diff --git a/.hypothesis/constants/7ff71272693d3854 b/.hypothesis/constants/7ff71272693d3854
new file mode 100644
index 0000000000000000000000000000000000000000..d354810e99df7fab33dcba24347c980ba0e26721
--- /dev/null
+++ b/.hypothesis/constants/7ff71272693d3854
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/models/activity_log.py
+# hypothesis_version: 6.148.8
+
+['activity_logs', 'cases.id', 'extend_existing', 'users.id']
\ No newline at end of file
diff --git a/.hypothesis/constants/812b669c75751f26 b/.hypothesis/constants/812b669c75751f26
new file mode 100644
index 0000000000000000000000000000000000000000..a3a15c9ef0983a69e958c1067caa6cd7fccbb853
--- /dev/null
+++ b/.hypothesis/constants/812b669c75751f26
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/intelligence/aml_service.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.2, 0.4, 0.6, 0.8, 0.85, 0.95, 1.0, 100, 1000, 10000, ' -> ', 'Bahamas', 'Cayman Islands', 'GENERAL_STRUCTURING', 'HIGH', 'LOW', 'MEDIUM', 'NONE', 'NO_OWNERSHIP_DATA', 'PROBABILISTIC', 'Panama', 'REPEATED_AMOUNTS', 'STRUCTURED_DEPOSITS', 'Seychelles', 'THRESHOLD_AVOIDANCE', 'UBO', 'UNABLE TO DETERMINE', 'Unknown', 'VERIFIED', 'account_id', 'all_ubos', 'aml_service.py', 'amount', 'analyzed_at', 'anomalous_days', 'average_amount', 'average_daily_count', 'average_daily_volume', 'complexity_score', 'count', 'date', 'entity', 'error', 'file', 'graph_path', 'id', 'is_natural_person', 'is_person', 'jurisdiction', 'jurisdiction_risk', 'jurisdictions', 'layer_count', 'message', 'multiplier', 'name', 'ownership_pct', 'ownership_percentage', 'pattern_type', 'risk_level', 'smurfing_score', 'status', 'structuring_detected', 'suspicious_count', 'suspicious_window', 'threshold', 'total_amount', 'type', 'ubo_identified', 'unknown', 'velocity_anomaly', 'verification_status', 'verified', 'volume']
\ No newline at end of file
diff --git a/.hypothesis/constants/81371f9f45cf96a6 b/.hypothesis/constants/81371f9f45cf96a6
new file mode 100644
index 0000000000000000000000000000000000000000..930683064e2e6e110fa8ffbce3e09d55c0612646
--- /dev/null
+++ b/.hypothesis/constants/81371f9f45cf96a6
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/integration/collaboration/collaboration_service.py
+# hypothesis_version: 6.148.8
+
+[0.1, 1008, 1011, 8080, '#3b82f6', '/', 'Anonymous', 'Invalid JSON message', 'Invalid session path', 'TESTING', 'active', 'active_connections', 'active_sessions', 'changes', 'chat_message', 'color', 'created_at', 'cursor', 'cursor_update', 'entity_id', 'entity_name', 'entity_select', 'entity_selected', 'entity_update', 'entity_updated', 'error', 'false', 'file', 'host', 'id', 'investigator', 'join_session', 'join_success', 'joined_at', 'last_activity', 'leave_session', 'leave_success', 'localhost', 'message', 'name', 'participant_color', 'participant_id', 'participant_left', 'participant_name', 'participants', 'ping', 'pong', 'port', 'role', 'selected_entity', 'server_running', 'session', 'session_id', 'session_state', 'status', 'timestamp', 'total_connections', 'total_participants', 'true', 'type', 'ws', 'ws://localhost:8080', 'x', 'y']
\ No newline at end of file
diff --git a/.hypothesis/constants/81bf3a7ffb330886 b/.hypothesis/constants/81bf3a7ffb330886
new file mode 100644
index 0000000000000000000000000000000000000000..7800565545cf4803d84748bda8d10840de0691ab
--- /dev/null
+++ b/.hypothesis/constants/81bf3a7ffb330886
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/frenly_event_bus.py
+# hypothesis_version: 6.148.8
+
+['REDIS_URL', 'backend', 'data', 'message', 'source', 'timestamp', 'type', 'user_id', 'utf-8']
\ No newline at end of file
diff --git a/.hypothesis/constants/81cbcba904f304cc b/.hypothesis/constants/81cbcba904f304cc
new file mode 100644
index 0000000000000000000000000000000000000000..eb279259f8f562e1596b417fbcefa4c6fb6fc4af
--- /dev/null
+++ b/.hypothesis/constants/81cbcba904f304cc
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/temporal_burst_detector.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.05, 0.15, 1.0, 1.15, 1.3, 1.5, 2.5, 100, 3600, 10000, '%Y-%m-%d', '%Y-%m-%d %H:%M:%S', '%Y-%m-%dT%H:%M:%S', '%Y-%m-%dT%H:%M:%SZ', '.', 'BURST_PATTERN', 'HIGH', 'LOW', 'MEDIUM', 'STRUCTURING_PATTERN', 'VELOCITY_ANOMALY', 'Z', 'alerts', 'amount', 'analysis_timestamp', 'anomalous_days', 'anomaly_threshold', 'average_amount', 'average_daily_txns', 'burst_detected', 'burst_patterns', 'burst_score', 'case_id', 'count', 'created_at', 'customer_id', 'date', 'description', 'file', 'high_velocity', 'id', 'normal', 'original', 'overall_risk_score', 'pattern_type', 'severity', 'single_transaction', 'std_deviation', 'structuring_patterns', 'summary', 'suspicious_count', 'threshold', 'timestamp', 'total_amount', 'transaction_count', 'transaction_ids', 'type', 'unknown', 'velocity_anomalies', 'velocity_score', 'window_end', 'window_start']
\ No newline at end of file
diff --git a/.hypothesis/constants/82052830a86a82e4 b/.hypothesis/constants/82052830a86a82e4
new file mode 100644
index 0000000000000000000000000000000000000000..c54175e7df96468b1aa1293f1daead40b4530bb7
--- /dev/null
+++ b/.hypothesis/constants/82052830a86a82e4
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/intelligence/behavior_engine.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.1, 0.15, 0.5, 1000.0, 1250.0, 'CINEMA', 'CREDIT', 'CRITICAL_DEPENDENCY', 'GEO_ANOMALY', 'GROCERY', 'HEALTHY', 'HIGH', 'HIGH_CO_MINGLING', 'INVOICE', 'MEDIUM', 'PAYROLL', 'PHARMACY', 'RENT', 'REST', 'SUPPLY', 'TECHNOLOGY', 'UK', 'USA', 'UTILITIES', 'VALUE_SPIKE', 'VENDOR', 'account_id', 'amount', 'behavior_engine.py', 'buffer', 'comingling_ratio', 'date', 'dependency_ratio', 'description', 'file', 'geographic_footprint', 'heatmap_data', 'id', 'last_calculated', 'libr_verdict', 'location', 'merchant_categories', 'peak_activity_hours', 'reason', 'severity', 'status', 'timestamp', 'transaction_id', 'transaction_type', 'type', 'volatility_index']
\ No newline at end of file
diff --git a/.hypothesis/constants/834c98614f6c9f8e b/.hypothesis/constants/834c98614f6c9f8e
new file mode 100644
index 0000000000000000000000000000000000000000..4d1b23b13eb81b36813eeff72525bf8007fece08
--- /dev/null
+++ b/.hypothesis/constants/834c98614f6c9f8e
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/rate_limiting.py
+# hypothesis_version: 6.148.8
+
+[100, 200, 300, 500, 1000, 3600, '/api/v1', '/api/v1/auth/login', '/api/v1/auth/token', '/api/v1/cases', '/api/v1/search', '/api/v1/transactions', '/docs', '/favicon.ico', '/health', '/health/live', '/health/ready', '/health/startup', '/metrics', '/openapi.json', 'Authorization', 'Bearer ', 'HEAD', 'OPTIONS', 'Rate limit exceeded', 'Retry-After', 'category', 'client_id', 'code', 'current_requests', 'default', 'error', 'limits', 'message', 'method', 'path', 'rate_limit_exceeded', 'remaining_requests', 'requests', 'retry_after', 'security_error', 'unknown', 'window']
\ No newline at end of file
diff --git a/.hypothesis/constants/84eaacaf0f191b8b b/.hypothesis/constants/84eaacaf0f191b8b
new file mode 100644
index 0000000000000000000000000000000000000000..13c0098d43b77740e59b8a72e495bc6232e2d882
--- /dev/null
+++ b/.hypothesis/constants/84eaacaf0f191b8b
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/infrastructure/cost_optimization_service.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.05, 0.15, 0.25, 0.35, 0.37, 0.5, 0.6, 0.65, 0.7, 0.75, 0.8, 0.9, 1.0, 1.4, 1.6, 2.0, 9.0, 12.0, 15.0, 16.0, 18.0, 100, 150, 200, 300, 400, 500, 750, 800, 900, 960, 1000, 1150, 1200, 1600, 2000, 2500, 3000, 5000, 6000, 7200, 8000, 8500, 9000, 10000, 12000, 15000, 18000, 20000, 25000, 35000, 45000, 50000, 60000, 85000, 125000, 180000, 225000, 255000, 'DevOps Team', 'Engineering Team', 'Finance Team', 'High', 'IT Team', 'Low', 'Medium', 'Multi-cloud strategy', 'Procurement Team', 'SRE Team', 'actual', 'adjusted_months', 'annual_cost', 'annual_net_benefit', 'assessment', 'automation_level', 'average_roi', 'avg_cost', 'aws', 'capex_reduction', 'category_breakdown', 'cloud_provider', 'cloud_services', 'cloudfront_cdn', 'completed', 'completion_rate', 'complexity', 'complexity_breakdown', 'cost', 'cost_analyses', 'cost_per_employee', 'cost_per_node', 'cost_per_tb', 'count', 'critical', 'critical_path', 'crowdstrike', 'current_instances', 'current_roi', 'current_s3_cost', 'database_licenses', 'datadog', 'development', 'development_tools', 'ec2_instances', 'efficiency_gain', 'efficiency_metrics', 'effort', 'elasticache_redis', 'estimated', 'estimated_savings', 'excellent', 'fair', 'focus', 'good', 'headcount', 'high', 'implementation', 'in_progress', 'infra_reserved_001', 'infrastructure', 'initiatives', 'investment_recovered', 'jetbrains', 'lic_negotiate_001', 'lic_opensource_001', 'lic_optimize_001', 'licenses', 'licensing', 'long_term', 'long_term_progress', 'low', 'medium', 'medium_term', 'medium_term_progress', 'monitoring', 'monitoring_metrics', 'monitoring_tools', 'monthly_cost', 'next_milestones', 'nodes', 'operational', 'operations', 'opex_reduction', 'ops_cicd_001', 'ops_monitoring_001', 'ops_selfservice_001', 'optimization', 'optimization_id', 'optimization_roadmap', 'optimized_cost', 'optimized_instances', 'oracle', 'outsourced_services', 'overall_progress', 'overall_summary', 'phase', 'planned', 'planning', 'poor', 'priority', 'processes', 'program_overview', 'progress_metrics', 'quarter_1', 'quarter_2', 'quick_wins', 'quick_wins_progress', 'rds_databases', 'realization_rate', 'recommendations', 'resources', 'roi_achievement', 'roi_analysis', 'roi_distribution', 'roi_target', 's3_storage', 'savings', 'savings_metrics', 'savings_realization', 'security', 'security_tools', 'size_tb', 'status_breakdown', 'success_metrics', 'target_achievement', 'target_utilization', 'timeline_months', 'timeline_progress', 'title', 'total_benefit', 'total_current_spend', 'total_investment', 'total_monthly', 'total_months', 'total_optimizations', 'training_budget', 'vendor', 'year_1']
\ No newline at end of file
diff --git a/.hypothesis/constants/862e21957fd9e4c4 b/.hypothesis/constants/862e21957fd9e4c4
new file mode 100644
index 0000000000000000000000000000000000000000..c54175e7df96468b1aa1293f1daead40b4530bb7
--- /dev/null
+++ b/.hypothesis/constants/862e21957fd9e4c4
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/intelligence/behavior_engine.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.1, 0.15, 0.5, 1000.0, 1250.0, 'CINEMA', 'CREDIT', 'CRITICAL_DEPENDENCY', 'GEO_ANOMALY', 'GROCERY', 'HEALTHY', 'HIGH', 'HIGH_CO_MINGLING', 'INVOICE', 'MEDIUM', 'PAYROLL', 'PHARMACY', 'RENT', 'REST', 'SUPPLY', 'TECHNOLOGY', 'UK', 'USA', 'UTILITIES', 'VALUE_SPIKE', 'VENDOR', 'account_id', 'amount', 'behavior_engine.py', 'buffer', 'comingling_ratio', 'date', 'dependency_ratio', 'description', 'file', 'geographic_footprint', 'heatmap_data', 'id', 'last_calculated', 'libr_verdict', 'location', 'merchant_categories', 'peak_activity_hours', 'reason', 'severity', 'status', 'timestamp', 'transaction_id', 'transaction_type', 'type', 'volatility_index']
\ No newline at end of file
diff --git a/.hypothesis/constants/86ea1da65f957889 b/.hypothesis/constants/86ea1da65f957889
new file mode 100644
index 0000000000000000000000000000000000000000..0fa6bf4f56e06d0f1077a370ee4a0be68cbb061c
--- /dev/null
+++ b/.hypothesis/constants/86ea1da65f957889
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/intelligence/vector_store.py
+# hypothesis_version: 6.148.8
+
+[]
\ No newline at end of file
diff --git a/.hypothesis/constants/87061b8a4e4086c9 b/.hypothesis/constants/87061b8a4e4086c9
new file mode 100644
index 0000000000000000000000000000000000000000..2225153458c5158ca6a0818741ed485797e2659d
--- /dev/null
+++ b/.hypothesis/constants/87061b8a4e4086c9
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/infrastructure/storage/database_optimizer_service.py
+# hypothesis_version: 6.148.8
+
+[0.001, 1.0, 100, 200, 'aggregates', 'assignee_id', 'audit_logs', 'avg_amount', 'avg_query_time', 'case', 'case_activities', 'case_notes', 'cases', 'created', 'detail', 'error', 'estimated_size_mb', 'evidence', 'execution_time', 'failed', 'file', 'fraud_alerts', 'index', 'max_amount', 'min_amount', 'nested loop', 'order by', 'page', 'params', 'per_page', 'priority', 'query', 'query_metrics', 'query_plan', 'risk_level', 'row_count', 'scan', 'search', 'slow_queries', 'sort', 'status', 'table_name', 'timestamp', 'total_amount', 'total_count', 'total_pages', 'total_queries', 'transactions', 'unique_merchants', 'users']
\ No newline at end of file
diff --git a/.hypothesis/constants/885b05d0c1655242 b/.hypothesis/constants/885b05d0c1655242
new file mode 100644
index 0000000000000000000000000000000000000000..f2975683f5e6dd39cdf97a8a4155896db32058c7
--- /dev/null
+++ b/.hypothesis/constants/885b05d0c1655242
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/routers/compliance_suite.py
+# hypothesis_version: 6.148.8
+
+[100, 404, 500, 1000, '/alerts', '/audit', '/audit/export', '/audit/logs', '/check', '/compliance', '/health', '/reports/generate', '/reports/goaml', '/reports/regulatory', '/reports/scheduled', '/sanctions', '/sar', 'Additional filters', 'Alert not found', 'End date filter', 'Filter by action', 'Filter by entity ID', 'Filter by severity', 'Filter by status', 'Filter by user', 'GOAML report type', 'ID', 'Not found', 'Output format', 'Report parameters', 'SAR', 'SAR filing failed', 'Start date filter', 'Type of entity', 'Type of report', 'action', 'alerts', 'aml', 'case_id', 'check_id', 'compliance', 'compliance-suite', 'compliance_check', 'count', 'description', 'end_date', 'entity_id', 'entity_type', 'filed', 'filed_at', 'filed_by', 'filters', 'healthy', 'json', 'limit', 'logs', 'message', 'offset', 'pd', 'recommendations', 'sanctions', 'sar_id', 'service', 'severity', 'start_date', 'status', 'timestamp', 'total', 'transaction', 'type', 'user_id', 'violations']
\ No newline at end of file
diff --git a/.hypothesis/constants/88b8535f73ba146a b/.hypothesis/constants/88b8535f73ba146a
new file mode 100644
index 0000000000000000000000000000000000000000..ef3edf7139906f1c889525619191cbf00a505096
--- /dev/null
+++ b/.hypothesis/constants/88b8535f73ba146a
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/infrastructure/storage/database_optimizer_service.py
+# hypothesis_version: 6.148.8
+
+[0.001, 1.0, 100, 200, 'aggregates', 'assignee_id', 'audit_logs', 'avg_amount', 'avg_query_time', 'case', 'case_activities', 'case_notes', 'cases', 'detail', 'error', 'estimated_size_mb', 'evidence', 'execution_time', 'file', 'fraud_alerts', 'index', 'max_amount', 'min_amount', 'nested loop', 'order by', 'page', 'params', 'per_page', 'priority', 'query', 'query_metrics', 'query_plan', 'risk_level', 'row_count', 'scan', 'search', 'slow_queries', 'sort', 'status', 'timestamp', 'total_amount', 'total_count', 'total_pages', 'total_queries', 'transactions', 'unique_merchants', 'users']
\ No newline at end of file
diff --git a/.hypothesis/constants/89639a7be3142b94 b/.hypothesis/constants/89639a7be3142b94
new file mode 100644
index 0000000000000000000000000000000000000000..7e78c67146b959a35ee3e579cd33dcff0eec9936
--- /dev/null
+++ b/.hypothesis/constants/89639a7be3142b94
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/infrastructure/business_metrics.py
+# hypothesis_version: 6.148.8
+
+[0.1, 0.5, 1.0, 2.0, 5.0, 10.0, 120, 300, 600, 1800, 3600, 7200, 14400, 28800, 'API response time', 'Total API requests', 'category', 'check_type', 'endpoint', 'manual', 'method', 'model_version', 'password', 'resolution_type', 'result', 'severity', 'source', 'status', 'status_code', 'time_to_resolve', 'type', 'workflow_type', 'zenith_active_users']
\ No newline at end of file
diff --git a/.hypothesis/constants/8a2531b3adfd32a0 b/.hypothesis/constants/8a2531b3adfd32a0
new file mode 100644
index 0000000000000000000000000000000000000000..014e7209c3c16ec01b66d1e6b2cf058aa16c3c81
--- /dev/null
+++ b/.hypothesis/constants/8a2531b3adfd32a0
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/intelligence/__init__.py
+# hypothesis_version: 6.148.8
+
+['AMLVelocityService', 'BehaviorEngine', 'EvidenceProcessor', 'ForensicIntelligence', 'FraudDetectionEngine', 'GeocodingService', 'ProcessingResult', 'VectorStore', 'evidence_processor']
\ No newline at end of file
diff --git a/.hypothesis/constants/8a82aab3f5397745 b/.hypothesis/constants/8a82aab3f5397745
new file mode 100644
index 0000000000000000000000000000000000000000..23190d82d0fe40be7a0bd700ad9d90205acdb47c
--- /dev/null
+++ b/.hypothesis/constants/8a82aab3f5397745
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/intelligence/fraud_detection_engine.py
+# hypothesis_version: 6.148.8
+
+[0.0, '__main__', 'alert_id', 'alerts', 'confidence', 'description', 'details', 'fraud_type', 'risk_score', 'round_trip', 'structuring', 'transactions', 'typology_rule', 'unusual_pattern', 'velocity']
\ No newline at end of file
diff --git a/.hypothesis/constants/8b51942498ff2390 b/.hypothesis/constants/8b51942498ff2390
new file mode 100644
index 0000000000000000000000000000000000000000..74323324184d44749359d236d82161d3550d32a8
--- /dev/null
+++ b/.hypothesis/constants/8b51942498ff2390
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/business/user_journey_tracker.py
+# hypothesis_version: 6.148.8
+
+[100, 10000, 'Created new case', 'Generated report', 'Started analysis', 'Uploaded evidence', 'User logged in', 'Viewed dashboard', 'analysis_started', 'analytics', 'case_created', 'conversion_rate', 'count', 'dashboard_view', 'description', 'drop_off_points', 'drop_off_rate', 'earliest', 'event_breakdown', 'event_type', 'evidence_uploaded', 'from_step', 'funnel_steps', 'latest', 'login', 'metadata', 'report_generated', 'retained_users', 'time_range', 'timestamp', 'to_step', 'total_events', 'total_sessions', 'total_users', 'user_id']
\ No newline at end of file
diff --git a/.hypothesis/constants/8e83fc9078c29dba b/.hypothesis/constants/8e83fc9078c29dba
new file mode 100644
index 0000000000000000000000000000000000000000..b006f1305d6900ba9db8d71c6152f5516f91cbf9
--- /dev/null
+++ b/.hypothesis/constants/8e83fc9078c29dba
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/repositories/__init__.py
+# hypothesis_version: 6.148.8
+
+[0.8, 100, 'open', 'pending']
\ No newline at end of file
diff --git a/.hypothesis/constants/8f37c66012b019c1 b/.hypothesis/constants/8f37c66012b019c1
new file mode 100644
index 0000000000000000000000000000000000000000..dab6e4248103dd240484ce4591bb428aa5bbd591
--- /dev/null
+++ b/.hypothesis/constants/8f37c66012b019c1
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/infrastructure/index_advisor_service.py
+# hypothesis_version: 6.148.8
+
+[0.1, 0.15, 0.2, 0.25, 0.3, 0.5, 0.7, 0.8, 0.85, 0.9, 0.95, 1.2, 5.2, 8.7, 8.9, 12.3, 15.8, 22.1, 23.1, 25.0, 38.7, 45.2, 60.0, 68.4, 72.8, 75.0, 85.2, 145.3, 256.7, 675.1, 890.3, 1250.5, -1000, 100, 123, 150, 156, 234, 345, 432, 456, 543, 567, 654, 876, 987, 1000, 1024, 1234, 1876, 1890, 2890, 3210, 5420, 15420, ', ', '.', '2 seconds', '3 seconds', '5 seconds', '>', 'AMOUNT', 'AVG', 'COUNT', 'IP', 'JOIN', 'LOCATION', 'MAX', 'MIN', 'PENDING', 'SELECT', 'STATUS', 'SUM', 'TIME', 'TRANSACTION', 'USER_ID', 'access_count', 'access_frequency', 'action', 'actions_taken', 'activity_logs', 'amount', 'anomalies', 'anomaly_analysis', 'anomaly_count', 'anomaly_impact', 'anomaly_percentage', 'anomaly_score', 'assigned_to', 'average_frequency', 'avg_execution_time', 'avg_improvement', 'avg_time', 'balanced', 'bitmap_scans', 'btree', 'bulk_operations', 'case_analysis', 'case_id', 'case_type', 'cases', 'cases.created_at', 'cases.status', 'column', 'columns', 'completed', 'confidence_score', 'cpu_usage', 'created_at', 'daily', 'data_source', 'description', 'drop', 'drop_sql', 'dropped_at', 'effectiveness_score', 'email', 'error', 'estimated_impact', 'evidence', 'evidence.case_id', 'excellent', 'execution_time', 'fair', 'fallback_simulated', 'false_positives', 'filter', 'filter_count', 'filtered_by_table', 'fragmentation_level', 'fraud_analysis', 'fraud_case_id', 'fraud_detection', 'fraud_investigation', 'fraud_metrics', 'fraud_optimization', 'fraud_patterns', 'fraud_relevance', 'frequency', 'generated_at', 'good', 'health_score', 'health_status', 'high', 'high_risk_patterns', 'id', 'idx_cases_status', 'impact_analysis', 'implementation_risk', 'implemented_at', 'index_name', 'index_scans', 'index_stats', 'index_type', 'integration_status', 'join', 'join_patterns', 'last_analysis', 'last_login', 'last_maintenance', 'last_updated', 'last_used', 'low', 'maintenance_schedule', 'medium', 'memory_usage', 'merchant_id', 'metric_type', 'monitor', 'monitoring_timestamp', 'monthly', 'most_used_indexes', 'none', 'oltp', 'optimize', 'pattern_id', 'patterns_analyzed', 'patterns_identified', 'performance', 'pg_stat_statements', 'poor', 'priority', 'q1', 'q2', 'q3', 'query_count', 'query_id', 'query_pattern', 'query_patterns', 'query_stats', 'query_type', 'reads', 'reason', 'recommendation', 'recommendations', 'recreate_sql', 'results', 'risk_assessment', 'risk_score', 'rollback_available', 'rollback_plan', 'rollback_sql', 'scan_patterns', 'seeks', 'sequential_scans', 'severity', 'simulated', 'slow_queries', 'slow_queries_count', 'sql_executed', 'status', 'success', 'table', 'table_name', 'table_patterns', 'tables', 'tables_accessed', 'tables_analyzed', 'tables_involved', 'tasks_processed', 'temporal_anomalies', 'timestamp', 'top_columns_filtered', 'top_tables_accessed', 'total_count', 'total_executions', 'total_index_usage', 'total_metrics', 'total_patterns', 'total_queries', 'transactions', 'type', 'unique_queries', 'unknown', 'usage_count', 'usage_type', 'user_id', 'users', 'users.email', 'weekly', 'workload_type', 'writes']
\ No newline at end of file
diff --git a/.hypothesis/constants/90e8e2494faca11e b/.hypothesis/constants/90e8e2494faca11e
new file mode 100644
index 0000000000000000000000000000000000000000..47d6a9131207fb32b95f5e174cd14b54ac9b6953
--- /dev/null
+++ b/.hypothesis/constants/90e8e2494faca11e
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/models/bulk_operation.py
+# hypothesis_version: 6.148.8
+
+['bulk_operations', 'pending', 'users.id']
\ No newline at end of file
diff --git a/.hypothesis/constants/91046396a88f1e86 b/.hypothesis/constants/91046396a88f1e86
new file mode 100644
index 0000000000000000000000000000000000000000..9f713f9766ecfe707ed52ded79c1a2edb2abbb38
--- /dev/null
+++ b/.hypothesis/constants/91046396a88f1e86
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/dependencies.py
+# hypothesis_version: 6.148.8
+
+[400, 'X-Project-ID', 'default']
\ No newline at end of file
diff --git a/.hypothesis/constants/926956d592178fc7 b/.hypothesis/constants/926956d592178fc7
new file mode 100644
index 0000000000000000000000000000000000000000..7ff3620745d9f12b53e3b8ea1c87346ef797d8f4
--- /dev/null
+++ b/.hypothesis/constants/926956d592178fc7
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/ai/privacy_preserving_ml_service.py
+# hypothesis_version: 6.148.8
+
+[0.0, 1e-05, 0.05, 0.1, 0.7, 0.8, 0.85, 1.0, 1.25, 1.3, 1.5, 2.0, 256, 1000, 2048, 'COMPLIANT', 'IND-CPA', 'REQUIRES_ATTENTION', 'accuracy_impact', 'active_models', 'bias', 'clients_participated', 'compliance_status', 'computation_overhead', 'details', 'differential_privacy', 'feature_importance', 'fedavg', 'federated_learning', 'fedprox', 'file', 'final_weights', 'float64', 'int64', 'message', 'method', 'model_id', 'object', 'passed', 'privacy_budget_used', 'privacy_metrics', 'privacy_tests', 'recommendations', 'remaining_budget', 'round_number', 'scaffold', 'security_level', 'sum', 'total_samples', 'uniqueness_ratio', 'unknown', 'utility_preservation', 'weights']
\ No newline at end of file
diff --git a/.hypothesis/constants/92ba3c7433fa484c b/.hypothesis/constants/92ba3c7433fa484c
new file mode 100644
index 0000000000000000000000000000000000000000..35274fb4100984e714bcba43972310494831ff8a
--- /dev/null
+++ b/.hypothesis/constants/92ba3c7433fa484c
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/ai/__init__.py
+# hypothesis_version: 6.148.8
+
+['AIFraudDetector', 'AIService', 'AdvancedAIService', 'ExplainableAI', 'FeedbackAnalyzer', 'ModelRegistry', 'advanced_ai_service', 'ai_service', 'anomaly_detector']
\ No newline at end of file
diff --git a/.hypothesis/constants/92d67c242d87ef9b b/.hypothesis/constants/92d67c242d87ef9b
new file mode 100644
index 0000000000000000000000000000000000000000..e5b8bb46446f720cec34d9bd9aee0a9d9ed0a971
--- /dev/null
+++ b/.hypothesis/constants/92d67c242d87ef9b
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/business/standardization_service.py
+# hypothesis_version: 6.148.8
+
+[0.0, ',', 'Unknown', '[^\\d.]', 'customer_name', 'detected_dates', 'file', 'fraud_amount', 'potential_ids']
\ No newline at end of file
diff --git a/.hypothesis/constants/934d39cb68afcedb b/.hypothesis/constants/934d39cb68afcedb
new file mode 100644
index 0000000000000000000000000000000000000000..1bd4bb6b4ad496810e8c9ed3c8f7f8917ab5c167
--- /dev/null
+++ b/.hypothesis/constants/934d39cb68afcedb
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/plugin_manager.py
+# hypothesis_version: 6.148.8
+
+['BLOCKCHAIN_PROVIDER', 'CACHE_PROVIDER', 'CHARTS_PROVIDER', 'EMAIL_PROVIDER', 'LLM_PROVIDER', 'LOGGING_PROVIDER', 'METRICS_PROVIDER', 'OCR_PROVIDER', 'PAYMENT_PROVIDER', 'QUEUE_PROVIDER', 'REPORTING_PROVIDER', 'THEME_PROVIDER', 'TRANSLATION_PROVIDER', 'ai_embedding', 'anthropic', 'available', 'aws_ses', 'aws_textract', 'aws_translate', 'blockchain', 'cache', 'cdn', 'chainalysis', 'chartjs', 'charts', 'cohere', 'compliance_screening', 'configured', 'custom', 'd3', 'datadog', 'deepl', 'dow_jones', 'elasticsearch', 'email', 'geographic_risk', 'google_translate', 'google_vision', 'ip2location', 'is_configured', 'is_paid', 'jumio', 'kafka', 'lexisnexis', 'llm', 'local_minilm', 'logging', 'material', 'maxmind', 'memory', 'metrics', 'ocr', 'onfido', 'openai', 'payment', 'paypal', 'powerbi', 'prometheus', 'queue', 'rabbitmq', 'recharts', 'redis', 'reporting', 'sendgrid', 'simulation', 'splunk', 'stripe', 'tableau', 'tailwind', 'tesseract', 'theme', 'translation', 'trm_labs', 'validate_config', 'zenith/ui/charts/d3']
\ No newline at end of file
diff --git a/.hypothesis/constants/94edbcc9469d2435 b/.hypothesis/constants/94edbcc9469d2435
new file mode 100644
index 0000000000000000000000000000000000000000..6e468b1b12461654e9cd9cc489636095e4775a8b
--- /dev/null
+++ b/.hypothesis/constants/94edbcc9469d2435
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/infrastructure/health_service.py
+# hypothesis_version: 6.148.8
+
+[0.05, 0.1, 0.25, 0.5, 2.0, 5.0, 85.0, 90.0, 100, 1000, 1024, 10000, '/', 'Cache system ready', 'Core features only', 'DistributedTracer', 'Emergency mode', 'HealthCheckResult', 'HealthCheckService', 'HealthCheckType', 'HealthStatus', 'SELECT 1', 'Unknown', 'active', 'active_cases', 'all', 'attributes', 'auth', 'available_levels', 'avg_response_time', 'avg_span_duration', 'cache', 'cache_health', 'cache_readiness', 'cases', 'check_details', 'check_name', 'checks_analyzed', 'completed', 'cpu_percent', 'cpu_threshold', 'current_level', 'database', 'database_health', 'database_readiness', 'deep', 'deep_health', 'degraded', 'degraded_checks', 'dependencies', 'dependency', 'dependency_health', 'description', 'details', 'disk_percent', 'distributed_tracer', 'duration', 'emergency', 'enabled_features', 'end_time', 'error', 'events', 'evidence', 'external_apis', 'failed', 'failed_checks', 'file', 'full', 'health', 'health_check_service', 'health_service.py', 'healthy', 'healthy_checks', 'hit_rate', 'last_check', 'liveness', 'max_response_time', 'max_span_duration', 'memory_percent', 'memory_threshold', 'memory_total_gb', 'memory_usage', 'memory_used_gb', 'message', 'minimal', 'name', 'note', 'parent_span_id', 'passed_checks', 'performance_metrics', 'pool_status', 'readiness', 'recent_transactions', 'response_time', 'root_span_id', 'span_id', 'spans', 'start_time', 'status', 'system_resources', 'tags', 'test', 'test_value', 'threshold', 'timestamp', 'total_checks', 'total_duration', 'total_spans', 'trace_id', 'unhealthy', 'unhealthy_checks', 'unknown', 'uptime', 'value']
\ No newline at end of file
diff --git a/.hypothesis/constants/95a17da049ec0a64 b/.hypothesis/constants/95a17da049ec0a64
new file mode 100644
index 0000000000000000000000000000000000000000..2269e9ba90d01a6ff82b186db87e8d148230c0d7
--- /dev/null
+++ b/.hypothesis/constants/95a17da049ec0a64
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/cache/multilayer.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.5, 2.0, 300, 1000, 2000, 3600, 6379, '_instance', 'deletes', 'entries', 'error', 'evictions', 'hit_rate', 'hits', 'l1', 'l2', 'localhost', 'max', 'metrics', 'misses', 'serialization_failed', 'sets', 'total_requests', 'utf-8']
\ No newline at end of file
diff --git a/.hypothesis/constants/969d2482c7a05490 b/.hypothesis/constants/969d2482c7a05490
new file mode 100644
index 0000000000000000000000000000000000000000..a006f7f7bfe640f2f9c829c118ee5460e4dc70a0
--- /dev/null
+++ b/.hypothesis/constants/969d2482c7a05490
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/middleware/versioning.py
+# hypothesis_version: 6.148.8
+
+[b'accept', b'x-api-version', 400, '/api/(v\\d+)/', 'api_version', 'headers', 'http', 'ignore', 'path', 'type', 'utf-8', 'v1', 'v2']
\ No newline at end of file
diff --git a/.hypothesis/constants/9944a7d55536812b b/.hypothesis/constants/9944a7d55536812b
new file mode 100644
index 0000000000000000000000000000000000000000..b6e849cbe47f5b1be6dd0c0e8d356fc1189aab57
--- /dev/null
+++ b/.hypothesis/constants/9944a7d55536812b
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/graph_service.py
+# hypothesis_version: 6.148.8
+
+[0.9, 1000, 3600, 'No path found', 'Unknown', 'all', 'amount', 'anomalies', 'articulation_points', 'average_clustering', 'average_degree', 'betweenness', 'bridges', 'centrality', 'centrality_type', 'cleared', 'closeness', 'communities', 'community_details', 'connected_components', 'count', 'counterparty', 'created_at', 'created_by', 'customer_id', 'cycles', 'degree', 'degree_variance', 'density', 'depth', 'diameter', 'edge_count', 'edges', 'eigenvector', 'error', 'file', 'gexf', 'graph_service.py', 'graphml', 'greedy_modularity', 'high_degree_nodes', 'id', 'imported', 'investigation_id', 'investigations', 'isolated_nodes', 'json', 'labels', 'length', 'merchant_name', 'method', 'modularity', 'modularity_score', 'neighbors', 'node_count', 'node_id', 'node_id is required', 'nodes', 'nodes_imported', 'nodes_removed', 'not_found', 'path', 'patterns', 'properties', 'scores', 'shortest_path', 'size', 'source_id', 'status', 'subgraph', 'target_id', 'top_nodes', 'total_edges', 'total_investigations', 'total_nodes', 'type', 'updated_at', 'updated_by', 'version']
\ No newline at end of file
diff --git a/.hypothesis/constants/9a33300aaf6be9e8 b/.hypothesis/constants/9a33300aaf6be9e8
new file mode 100644
index 0000000000000000000000000000000000000000..4768a45d46b78c15ca3155668edee5fe90889d1a
--- /dev/null
+++ b/.hypothesis/constants/9a33300aaf6be9e8
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/infrastructure/ml_cache_warmer.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.1, 0.2, 0.3, 0.4, 0.6, 0.7, 0.8, 1.0, 2.718, 24.0, 100, 300, 3600, ':', 'activity', 'activity:', 'activity_', 'analysis_timestamp', 'analytics', 'analytics:', 'business_hour_bonus', 'cache_key', 'case', 'case:', 'case:{case_id}', 'case_', 'combined_score', 'confidence', 'configuration', 'diff_hour_same_day', 'entity_id', 'entity_type', 'evidence', 'evidence:', 'evidence_', 'frequency', 'frequency_patterns', 'frequency_score', 'is_running', 'patterns_analyzed', 'peak_hour_bonus', 'predicted_at', 'queue_size', 'recency', 'recency_score', 'same_hour_diff_day', 'same_hour_same_day', 'score_breakdown', 'simulated_warmup', 'status', 'temporal', 'temporal_score', 'timestamp', 'user', 'user:', 'user:{user_id}', 'user_', 'warmed_at', 'warmup_batch_size']
\ No newline at end of file
diff --git a/.hypothesis/constants/9c7e467c00e74cc3 b/.hypothesis/constants/9c7e467c00e74cc3
new file mode 100644
index 0000000000000000000000000000000000000000..e526cc12c6e70b22c30ec7d5b8229ebb9d121db9
--- /dev/null
+++ b/.hypothesis/constants/9c7e467c00e74cc3
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/main.py
+# hypothesis_version: 6.148.8
+
+[0.15, 1.5, 1.6, 1.7, 1.8, 100, 150, 401, 403, 404, 450, 500, 503, 1800, 86400, '../frontend/dist', '/', '/analytics/journey', '/analytics/track', '/docs', '/health', '/health/live', '/health/ready', '/metrics', '/redoc', '1.0.0', '100/minute', '127.0.0.1', '30', '60', '8000', 'Accept', 'Accept-Encoding', 'Accept-Language', 'An error occurred', 'Authorization', 'Check system logs', 'Content-Type', 'Cookie', 'DELETE', 'ENVIRONMENT', 'GET', 'HOST', 'OPTIONS', 'PORT', 'POST', 'PUT', 'REDIS_URL', 'Retry-After', 'TESTING', 'X-API-Key', 'X-CSRF-Token', 'X-Requested-With', '__main__', 'active_alerts', 'alerts', 'alive', 'anonymous', 'api.zenith.com', 'api_error', 'async_db', 'avg_session_duration', 'background_jobs', 'baselines', 'boot_integrity', 'bounce_rate', 'cache', 'case_creation', 'checks', 'client_ip', 'connected', 'cpu', 'critical', 'current', 'dashboard_view', 'database', 'database_init', 'degraded', 'detail', 'details', 'development', 'disabled', 'drop_off_points', 'error', 'event', 'evidence_processing', 'evidence_upload', 'failed', 'false', 'fraud_analysis', 'funnel_analysis', 'get_funnel_analysis', 'good', 'grace_period', 'headers', 'health', 'healthy', 'http_exception', 'index.html', 'info', 'initialized', 'initiated', 'journey', 'locale', 'localhost', 'logging', 'login', 'main:app', 'memory', 'message', 'method', 'needs_attention', 'not_ready', 'now', 'path', 'performance', 'performance_score', 'production', 'prometheus', 'ready', 'recommendations', 'redis', 'request_id', 'sentry_init', 'service', 'session_analytics', 'sessions', 'shutdown', 'shutdown_complete', 'shutdown_error', 'shutdown_phase', 'starlette_exception', 'started', 'startup', 'startup_phase', 'status', 'status_code', 'step_conversion', 'success', 'summary', 'system_boot', 'system_health', 'testclient', 'testserver', 'timestamp', 'total_sessions', 'total_users', 'traceback', 'tracked', 'true', 'type', 'unexpected_error', 'unhealthy', 'user_analytics', 'version', 'warning', 'zenith-backend']
\ No newline at end of file
diff --git a/.hypothesis/constants/9c83cf9d525f6641 b/.hypothesis/constants/9c83cf9d525f6641
new file mode 100644
index 0000000000000000000000000000000000000000..fa1890bff1c83cc181283e1446c1f5371d2c6739
--- /dev/null
+++ b/.hypothesis/constants/9c83cf9d525f6641
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/database_connection.py
+# hypothesis_version: 6.148.8
+
+['DATABASE_REPLICA_URL', 'DATABASE_URL', 'TESTING', 'check_same_thread', 'sqlite', 'true']
\ No newline at end of file
diff --git a/.hypothesis/constants/9ca13102d140f67f b/.hypothesis/constants/9ca13102d140f67f
new file mode 100644
index 0000000000000000000000000000000000000000..a8b97ce83b185564958446e2c1527875959b854b
--- /dev/null
+++ b/.hypothesis/constants/9ca13102d140f67f
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/business/investigations/investigation_workflow_service.py
+# hypothesis_version: 6.148.8
+
+[0.05, 0.8, 0.9, 1.0, '1 week', '1-2 weeks', '15-25% degradation', '2 weeks', '2-3 weeks', '3-4 weeks', 'action', 'active', 'affected_dimensions', 'alerts', 'all', 'anomalies_detected', 'backend', 'category', 'completed', 'compliance', 'compliance_risk', 'component', 'cooldown_minutes', 'coordinated_fixes', 'critical', 'critical_issue', 'data_integrity', 'database', 'deep_investigation', 'dependencies', 'deployment_windows', 'description', 'dimensions_affected', 'effort', 'enabled', 'end_time', 'estimated_completion', 'expected_impact', 'file', 'findings', 'frequency_days', 'health_score', 'high', 'id', 'immediate_trigger', 'impact_assessment', 'initial_assessment', 'keywords', 'last_run', 'manual_trigger', 'medium', 'overall_health_score', 'performance_impact', 'phase', 'phases_completed', 'priority', 'reason', 'recommendations', 'scheduled_review', 'score_drop', 'security', 'security_risk', 'severity', 'start_time', 'status', 'surface_analysis', 'sync_planning', 'testing', 'threshold', 'timeline', 'timestamp', 'trigger', 'trigger_type']
\ No newline at end of file
diff --git a/.hypothesis/constants/9d3752bdca73cd62 b/.hypothesis/constants/9d3752bdca73cd62
new file mode 100644
index 0000000000000000000000000000000000000000..b1cf70481f4e04d64e5e78c1dc1c4e59e59154ef
--- /dev/null
+++ b/.hypothesis/constants/9d3752bdca73cd62
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/middleware/audit_middleware.py
+# hypothesis_version: 6.148.8
+
+[400, '/docs', '/health', '/metrics', '/openapi.json', '/redoc', 'GET', 'HEAD', 'OPTIONS', 'client_host', 'query_params', 'user', 'user-agent']
\ No newline at end of file
diff --git a/.hypothesis/constants/9f8259cd5035f957 b/.hypothesis/constants/9f8259cd5035f957
new file mode 100644
index 0000000000000000000000000000000000000000..179a28f54d0ebf6ac665cd31ef6a16e6647fabc5
--- /dev/null
+++ b/.hypothesis/constants/9f8259cd5035f957
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/cache/__init__.py
+# hypothesis_version: 6.148.8
+
+['CacheAsideManager', 'CacheKey', 'CacheTTL', 'RedisCache', 'get_cache', 'get_cache_manager', 'initialize_cache']
\ No newline at end of file
diff --git a/.hypothesis/constants/9fa28220969e29b5 b/.hypothesis/constants/9fa28220969e29b5
new file mode 100644
index 0000000000000000000000000000000000000000..f781fdc1c31c1ab87dabcbaa5752d786400366cf
--- /dev/null
+++ b/.hypothesis/constants/9fa28220969e29b5
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/infrastructure/storage/database_service.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.1, 5.0, 10.0, 15.0, 100, 180, 300, 600, 3600, 'Case soft-deleted', 'Case updated', 'Database operational', 'FilterParams', 'PaginationParams', 'SAR', 'SELECT 1', 'System', 'Unknown Case', '_', '__table__', 'action', 'active', 'activities', 'add', 'admin', 'assigned_at', 'assigned_by', 'assigneeId', 'assignee_id', 'bind', 'case', 'case_analytics', 'case_data', 'case_details', 'case_id', 'case_title', 'case_type', 'cases', 'cases_by_priority', 'cases_by_status', 'cases_paginated', 'changes', 'checked_out', 'checkedout', 'closed_cases', 'closure_rate', 'commit', 'count', 'created', 'created_by', 'dashboard_stats', 'database_connection', 'database_create_case', 'database_service.py', 'date_from', 'date_to', 'db_service', 'default', 'deleted', 'department', 'desc', 'details', 'escalated', 'evidence', 'execution_time', 'file', 'filters', 'get_cases_paginated', 'healthy', 'high_priority', 'id', 'invalid', 'is_flagged', 'items', 'notes', 'old_values', 'open_cases', 'overflow', 'page', 'per_page', 'pool_size', 'project_id', 'query', 'reason', 'risk_level', 'role', 'search', 'size', 'status', 'status_changed', 'submitted', 'system', 'timestamp', 'total', 'total_cases', 'total_count', 'total_pages', 'transactions', 'unknown', 'updated', 'updated_by', 'user', 'user_context', 'users']
\ No newline at end of file
diff --git a/.hypothesis/constants/a32ce8c444e52a4f b/.hypothesis/constants/a32ce8c444e52a4f
new file mode 100644
index 0000000000000000000000000000000000000000..da49c8112b1086942cfd1364f4a369cd83a4c3ea
--- /dev/null
+++ b/.hypothesis/constants/a32ce8c444e52a4f
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/infrastructure/business_alerting_service.py
+# hypothesis_version: 6.148.8
+
+[-1.0, -0.5, 0.0, 0.1, 0.5, 1.0, 3.0, 5.0, 10.0, 50.0, 100.0, 100, 120, 587, 1000, 3600, '#zenith-alerts', '+0987654321', '+1234567890', ', ', '0076d7', '0dcaf0', ':warning:', '@context', '@type', 'From', 'High API Error Rate', 'High Case Backlog', 'Login Failure Spike', 'MessageCard', 'N/A', 'Severity', 'Status', 'Subject', 'Time', 'To', 'Zenith Alert Bot', 'above', 'account_sid', 'acknowledged', 'acknowledged_alerts', 'active', 'active_alerts', 'active_by_severity', 'alert_id', 'anomaly', 'api', 'api_error_rate_high', 'api_errors', 'attachments', 'auth_token', 'below', 'business', 'capacity', 'case_backlog_high', 'category', 'channel', 'color', 'condition', 'cooldown_minutes', 'created_at', 'critical', 'current_value', 'd63384', 'danger', 'dashboard', 'email', 'enabled', 'escalated', 'facts', 'fd7e14', 'ffc107', 'fields', 'fraud', 'fraud_detections', 'fraud_rate_high', 'from_email', 'from_number', 'generated_at', 'growth', 'high', 'html', 'icon_emoji', 'last_triggered', 'login_failure_spike', 'login_failures', 'low', 'medium', 'metric_name', 'name', 'open_cases', 'operations', 'password', 'placeholder', 'provider', 'rate', 'real_time_updates', 'recipients', 'reliability', 'resolved', 'resolved_alerts', 'revenue', 'rule_id', 'sections', 'security', 'short', 'slack', 'sms', 'smtp.gmail.com', 'smtp_port', 'smtp_server', 'teams', 'text', 'themeColor', 'threat', 'threshold', 'timestamp', 'title', 'total_alerts', 'trend', 'twilio', 'type', 'user_activity', 'user_registrations', 'username', 'value', 'warning', 'webhook_url', 'ℹ️', '⚠️', '🔔', '🚨']
\ No newline at end of file
diff --git a/.hypothesis/constants/a3a5fc6385033ac7 b/.hypothesis/constants/a3a5fc6385033ac7
new file mode 100644
index 0000000000000000000000000000000000000000..23190d82d0fe40be7a0bd700ad9d90205acdb47c
--- /dev/null
+++ b/.hypothesis/constants/a3a5fc6385033ac7
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/intelligence/fraud_detection_engine.py
+# hypothesis_version: 6.148.8
+
+[0.0, '__main__', 'alert_id', 'alerts', 'confidence', 'description', 'details', 'fraud_type', 'risk_score', 'round_trip', 'structuring', 'transactions', 'typology_rule', 'unusual_pattern', 'velocity']
\ No newline at end of file
diff --git a/.hypothesis/constants/a5c045c5d654ab0b b/.hypothesis/constants/a5c045c5d654ab0b
new file mode 100644
index 0000000000000000000000000000000000000000..e6c5fc38a95ad7c10a657850c367b4e11161efec
--- /dev/null
+++ b/.hypothesis/constants/a5c045c5d654ab0b
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/schemas/case.py
+# hypothesis_version: 6.148.8
+
+[0.0, 100, 200, 2000, 'Medium', 'USD', 'Unknown', 'archived', 'assigned_to', 'closed', 'created_at', 'customer_name', 'due_date', 'fraud_amount', 'general', 'gregory', 'id', 'in_progress', 'low', 'open', 'risk_level', 'risk_score', 'standard', 'updated_at']
\ No newline at end of file
diff --git a/.hypothesis/constants/a6844a17ece408b2 b/.hypothesis/constants/a6844a17ece408b2
new file mode 100644
index 0000000000000000000000000000000000000000..4a52ab591f771640c99d3d94282413802f5c6373
--- /dev/null
+++ b/.hypothesis/constants/a6844a17ece408b2
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/fraud/engine.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.8, 100, 1000, 'ENGINE_TOTAL', 'active', 'alerts_generated', 'capabilities', 'confidence', 'config_schema', 'context', 'critical', 'details', 'duration_ms', 'enabled', 'engine.py', 'executed_at', 'file', 'fraud_detection', 'fraud_rule', 'high', 'id', 'last_run', 'low', 'medium', 'reason', 'risk_score', 'rule_name', 'rules_executed', 'severity', 'transaction', 'transaction_id', 'triggered', 'unknown']
\ No newline at end of file
diff --git a/.hypothesis/constants/a6cc220b6a212512 b/.hypothesis/constants/a6cc220b6a212512
new file mode 100644
index 0000000000000000000000000000000000000000..cd30a3e9df5b40a6400bdce2b83ece02ddbd0665
--- /dev/null
+++ b/.hypothesis/constants/a6cc220b6a212512
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/ai/anomaly_detection_service.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.2, 0.6, 0.85, 0.9, 1.0, 1000, 10000, 50000, 'amount', 'id', 'location', 'reasons', 'score', 'timestamp', 'velocity']
\ No newline at end of file
diff --git a/.hypothesis/constants/a7033824b35a690b b/.hypothesis/constants/a7033824b35a690b
new file mode 100644
index 0000000000000000000000000000000000000000..b180e4d7dae2e67f6e3b1d0119cfe5037b075063
--- /dev/null
+++ b/.hypothesis/constants/a7033824b35a690b
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/infrastructure/index_advisor_service.py
+# hypothesis_version: 6.148.8
+
+[0.1, 0.2, 0.5, 0.8, 0.9, 5.2, 8.7, 12.3, 15.8, 22.1, 38.7, 45.2, 68.4, 72.8, 85.2, 675.1, 890.3, 1250.5, 100, 123, 234, 345, 432, 456, 543, 567, 654, 876, 987, 1000, 1024, 1234, 1876, 1890, 2890, 3210, 5420, 15420, ', ', '.', 'access_count', 'access_frequency', 'activity_logs', 'avg_execution_time', 'avg_improvement', 'avg_time', 'bitmap_scans', 'btree', 'bulk_operations', 'cases', 'cases.created_at', 'cases.status', 'column', 'columns', 'data_source', 'effectiveness_score', 'error', 'estimated_impact', 'evidence', 'evidence.case_id', 'fallback_simulated', 'filter', 'filter_count', 'filtered_by_table', 'frequency', 'generated_at', 'high', 'id', 'idx_cases_status', 'impact_analysis', 'implemented_at', 'index_name', 'index_scans', 'index_stats', 'index_type', 'join', 'join_patterns', 'last_analysis', 'last_updated', 'last_used', 'low', 'medium', 'monitoring_timestamp', 'most_used_indexes', 'oltp', 'pg_stat_statements', 'priority', 'q1', 'q2', 'q3', 'query_id', 'query_pattern', 'query_stats', 'reads', 'reason', 'recommendation', 'recommendations', 'risk_assessment', 'scan_patterns', 'seeks', 'sequential_scans', 'simulated', 'slow_queries', 'slow_queries_count', 'sql_executed', 'success', 'table', 'table_name', 'table_patterns', 'tables', 'tables_accessed', 'top_columns_filtered', 'top_tables_accessed', 'total_count', 'total_executions', 'total_index_usage', 'total_queries', 'unique_queries', 'usage_count', 'usage_type', 'users', 'users.email', 'workload_type', 'writes']
\ No newline at end of file
diff --git a/.hypothesis/constants/a7749bad0628b4c3 b/.hypothesis/constants/a7749bad0628b4c3
new file mode 100644
index 0000000000000000000000000000000000000000..b8e03ab310b43282af4d80dae47cf1dbb07aa163
--- /dev/null
+++ b/.hypothesis/constants/a7749bad0628b4c3
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/ai/explainable_ai.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.1, 0.2, 0.3, 0.4, 0.45, 0.5, 0.6, 0.7, 0.76, 0.8, 0.89, 0.9, 0.95, 1.0, 10.0, 100, 'Account Age', 'CASE-2024-001', 'CASE-2024-015', 'CASE-2024-042', 'CASE-2024-089', 'CONFIRMED_FRAUD', 'CRITICAL', 'FALSE_POSITIVE', 'Familiar Location', 'Geographic anomaly', 'HIGH', 'High amount', 'Known merchant', 'LEGITIMATE', 'LOW', 'Lower Amount', 'MEDIUM', 'Merchant Category', 'Network Connections', 'Normal Hours', 'Peer Comparison', 'Time of Transaction', 'Transaction Amount', 'Transaction Location', 'Unusual merchant', 'VERY_LOW', 'Velocity spike', 'account_age', 'amount', 'case_id', 'change', 'confidence', 'contribution', 'counterfactual', 'explainable_ai.py', 'explanation', 'feature', 'feature_contribution', 'feature_count', 'feature_weights', 'file', 'fraud_probability', 'geographic_anomaly', 'global_insights', 'high_amount', 'importance', 'key_similarities', 'last_trained', 'location', 'merchant_category', 'model_type', 'model_version', 'name', 'network_connection', 'network_connections', 'outcome', 'peer_anomaly', 'peer_behavior', 'performance_metrics', 'prediction_id', 'primary_reason', 'risk_level', 'rule_based', 'scenario', 'similar_case_count', 'similar_cases', 'similarity_score', 'temporal_pattern', 'time_of_day', 'training_data_size', 'training_samples', 'unknown', 'unusual_merchant', 'velocity_spike']
\ No newline at end of file
diff --git a/.hypothesis/constants/a959deff8d5ca361 b/.hypothesis/constants/a959deff8d5ca361
new file mode 100644
index 0000000000000000000000000000000000000000..2be379850f43cc36b6b4ef0c22653c0e77e280af
--- /dev/null
+++ b/.hypothesis/constants/a959deff8d5ca361
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/core/repository.py
+# hypothesis_version: 6.148.8
+
+[100, 'ModelType']
\ No newline at end of file
diff --git a/.hypothesis/constants/aa4d34956333fc50 b/.hypothesis/constants/aa4d34956333fc50
new file mode 100644
index 0000000000000000000000000000000000000000..1b52ad89a30541cfa5a4fdb4e969b660c3424574
--- /dev/null
+++ b/.hypothesis/constants/aa4d34956333fc50
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/ai/advanced_ai_service.py
+# hypothesis_version: 6.148.8
+
+[-0.3, -0.2, -0.15, 0.0, 0.02, 0.05, 0.1, 0.3, 0.5, 0.7, 0.8, 0.85, 0.9, 0.95, 1.0, 100, 500, 1000, 5000, 'No active model', 'Normal user behavior', 'Verified location', 'account_age_days', 'accuracy', 'accuracy_drop', 'active_models', 'aggregating_models', 'changes', 'clients_submitted', 'collecting_updates', 'confidence_change', 'current_round', 'deployed_at', 'deprecated', 'detected_biases', 'device_fingerprint', 'error', 'errors', 'failed', 'fairness_score', 'feature_importances_', 'features', 'federated_learning', 'file', 'fraud_detection', 'identity_analysis', 'idle', 'labels', 'last_aggregation', 'location_risk', 'merchant_category', 'min_clients_required', 'model_age_days', 'model_directory', 'models', 'models_checked', 'models_deployed', 'models_retrained', 'needed', 'new_data_threshold', 'predicted_impact', 'previous_fraud_count', 'protected_attributes', 'ready', 'reason', 'reasons', 'recommendations', 'retraining_status', 'risk_assessment', 'scenario', 'status', 'time_based', 'time_of_day', 'total_model_versions', 'training', 'transaction_amount', 'user_behavior_score', 'version']
\ No newline at end of file
diff --git a/.hypothesis/constants/abca3a63c93bee24 b/.hypothesis/constants/abca3a63c93bee24
new file mode 100644
index 0000000000000000000000000000000000000000..7e78c67146b959a35ee3e579cd33dcff0eec9936
--- /dev/null
+++ b/.hypothesis/constants/abca3a63c93bee24
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/infrastructure/business_metrics.py
+# hypothesis_version: 6.148.8
+
+[0.1, 0.5, 1.0, 2.0, 5.0, 10.0, 120, 300, 600, 1800, 3600, 7200, 14400, 28800, 'API response time', 'Total API requests', 'category', 'check_type', 'endpoint', 'manual', 'method', 'model_version', 'password', 'resolution_type', 'result', 'severity', 'source', 'status', 'status_code', 'time_to_resolve', 'type', 'workflow_type', 'zenith_active_users']
\ No newline at end of file
diff --git a/.hypothesis/constants/ac7bfaeef7bf6957 b/.hypothesis/constants/ac7bfaeef7bf6957
new file mode 100644
index 0000000000000000000000000000000000000000..2066df2609fc8dd62561eb9c8245e9ddb51dea4c
--- /dev/null
+++ b/.hypothesis/constants/ac7bfaeef7bf6957
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/models/projects.py
+# hypothesis_version: 6.148.8
+
+[100, 255, 500, 'Case', 'CaseActivity', 'CaseAsset', 'CaseAsset.created_at', 'CaseNote', 'CaseNote.created_at', 'Evidence', 'FraudAlert', 'Milestone', 'Project', 'Transaction', 'User', 'active', 'activities', 'archived', 'assigned_to', 'case', 'case_activities', 'case_notes', 'cases', 'cases.id', 'closed', 'created_at', 'critical', 'default_org', 'escalated', 'extend_existing', 'high', 'investigating', 'low', 'medium', 'milestones', 'notes', 'open', 'pending', 'project', 'projects', 'projects.id', 'users.id']
\ No newline at end of file
diff --git a/.hypothesis/constants/ad33566099db8e79 b/.hypothesis/constants/ad33566099db8e79
new file mode 100644
index 0000000000000000000000000000000000000000..9e36a127a18e4b10fe0009cd188cd2933c9e8e4e
--- /dev/null
+++ b/.hypothesis/constants/ad33566099db8e79
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/frenly_workflow_engine.py
+# hypothesis_version: 6.148.8
+
+[1.0, 'analyze_patterns', 'collect_evidence', 'completed', 'description', 'draft', 'draft_report', 'error', 'failed', 'generate_sar', 'handoff_id', 'init', 'legal_handof', 'name', 'notify_counsel', 'package_evidence', 'pending', 'report_id', 'result', 'running', 'sent', 'status', 'step', 'workflow_completed', 'workflow_failed', 'workflow_id', 'workflow_progress', 'workflow_started']
\ No newline at end of file
diff --git a/.hypothesis/constants/adc83b19e793491b b/.hypothesis/constants/adc83b19e793491b
new file mode 100644
index 0000000000000000000000000000000000000000..e674bf56b84827b62d283642f2bacb7895b06922
--- /dev/null
+++ b/.hypothesis/constants/adc83b19e793491b
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/__init__.py
+# hypothesis_version: 6.148.8
+
+[]
\ No newline at end of file
diff --git a/.hypothesis/constants/affacab43a8074a6 b/.hypothesis/constants/affacab43a8074a6
new file mode 100644
index 0000000000000000000000000000000000000000..646ad4065c9109f9c1b1d562264ebf0cf4bca8f3
--- /dev/null
+++ b/.hypothesis/constants/affacab43a8074a6
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/docs/docs_service.py
+# hypothesis_version: 6.148.8
+
+[0.5, 99.5, 150, '/', '2024-01-01', '2024-01-15', '3.0.1', '8000', 'Authorization', 'Case', 'Content-Type', 'Development server', 'Enhanced security', 'Error', 'Evidence management', 'JWT', 'Production server', 'User', 'X-API-Key', 'YOUR_JWT_TOKEN', 'admin', 'all_endpoints', 'analyst', 'analytics', 'apiKey', 'apiKeyAuth', 'api_version', 'application/json', 'avg_response_time', 'baseUrl', 'bearer', 'bearerAuth', 'bearerFormat', 'boolean', 'cases', 'changelog', 'changes', 'closed', 'codeExamples', 'code_examples', 'components', 'contact', 'content', 'content_type', 'created_at', 'critical', 'curl', 'date', 'date-time', 'deprecated', 'description', 'details', 'email', 'enabled', 'endpoint', 'endpoints_by_tag', 'enum', 'error', 'error_rate', 'evidence', 'features', 'format', 'full_name', 'header', 'high', 'host', 'http', 'id', 'in', 'info', 'intelligence', 'interactive_features', 'investigating', 'is_active', 'item', 'java', 'javascript', 'jwtToken', 'key', 'last_called', 'last_updated', 'localhost', 'low', 'medium', 'message', 'method', 'monitoring', 'name', 'object', 'open', 'openapi', 'parameters', 'path', 'paths', 'performance_metrics', 'port', 'priority', 'properties', 'python', 'r', 'rate_limit_display', 'raw', 'real_time_updates', 'related_endpoints', 'request', 'requestBody', 'request_history', 'requests_per_minute', 'required', 'responsePreview', 'response_preview', 'responses', 'role', 'schema', 'schemas', 'scheme', 'security', 'securitySchemes', 'servers', 'status', 'string', 'success_rate', 'summary', 'tags', 'title', 'total_endpoints', 'tryItOut', 'try_it_out', 'type', 'updated_at', 'url', 'usage_examples', 'users', 'v1', 'v1.1.0', 'v1.2.0', 'value', 'variable', 'version', 'viewer', 'x-interactive', 'x-interactive-docs']
\ No newline at end of file
diff --git a/.hypothesis/constants/b346706bc31262d0 b/.hypothesis/constants/b346706bc31262d0
new file mode 100644
index 0000000000000000000000000000000000000000..caba35ad49e733b0dd77b5a6100b850b22142c44
--- /dev/null
+++ b/.hypothesis/constants/b346706bc31262d0
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/infrastructure/rbac_service.py
+# hypothesis_version: 6.148.8
+
+[100, 'admin', 'admin:backup', 'admin:system', 'admin:users', 'analyst', 'close:cases', 'delete:transactions', 'investigator', 'read:analytics', 'read:cases', 'read:transactions', 'role', 'superadmin', 'user', 'write:cases', 'write:transactions']
\ No newline at end of file
diff --git a/.hypothesis/constants/b4abe845934812ef b/.hypothesis/constants/b4abe845934812ef
new file mode 100644
index 0000000000000000000000000000000000000000..56a55c9c88162f560f0869b831030f0d04d2eda4
--- /dev/null
+++ b/.hypothesis/constants/b4abe845934812ef
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/infrastructure/approval_service.py
+# hypothesis_version: 6.148.8
+
+['action', 'approved', 'approved_at', 'approver_id', 'created_at', 'details', 'expires_at', 'id', 'pending', 'r', 'requester_id', 'status', 'w']
\ No newline at end of file
diff --git a/.hypothesis/constants/b73cfea32370de68 b/.hypothesis/constants/b73cfea32370de68
new file mode 100644
index 0000000000000000000000000000000000000000..39c604307aaef72febb6bad8b9aba09eaea1c296
--- /dev/null
+++ b/.hypothesis/constants/b73cfea32370de68
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/infrastructure/business_metrics_service.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.001, 0.05, 0.5, 2.0, 5.0, 95.0, 100.0, 100, 300, 3600, 'GET', 'USD', 'active', 'active_alerts', 'active_by_severity', 'alert_id', 'alerts', 'amount', 'api_call', 'average', 'avg', 'avg_fraud_score', 'case_created', 'case_id', 'case_type', 'cases_created', 'change_percent', 'confidence', 'critical', 'currency', 'current_value', 'detection_rate', 'detection_type', 'down', 'endpoint', 'event_type', 'evidence_upload_size', 'evidence_uploaded', 'evidence_uploads', 'file_size', 'file_type', 'financial', 'fraud_confidence', 'fraud_detected', 'fraud_detection', 'fraud_detections', 'fraud_score', 'general', 'health_score', 'kpis', 'latest', 'latest_timestamp', 'login_attempt', 'login_attempts', 'login_success_rate', 'medium', 'method', 'metric', 'metric_name', 'metrics', 'operations', 'password', 'priority', 'response_time', 'rule_based', 'severity', 'stable', 'standard', 'success', 'sum', 'summary', 'tags', 'threshold', 'timestamp', 'total_detections', 'total_registrations', 'transaction_amount', 'transaction_volume', 'trend', 'trends', 'unknown', 'up', 'user_engagement', 'user_registration', 'user_registrations', 'user_type', 'value']
\ No newline at end of file
diff --git a/.hypothesis/constants/b9194bde6eb6cc43 b/.hypothesis/constants/b9194bde6eb6cc43
new file mode 100644
index 0000000000000000000000000000000000000000..0165a6310f91de47008142a1b9507097aa978c79
--- /dev/null
+++ b/.hypothesis/constants/b9194bde6eb6cc43
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/routers/integration_layer.py
+# hypothesis_version: 6.148.8
+
+[400, 403, 404, 500, '/external', '/health', '/integration', '/plugins', '/webhooks', '/webhooks/events', '/ws', '/ws/broadcast', '/ws/notifications', 'Event type', 'Filter by event type', 'Filter by provider', 'Filter by status', 'Integration name', 'Message to broadcast', 'Not found', 'Plugin not found', 'Webhook URL', 'Webhook not found', 'Webhook signature', 'Webhook test failed', 'active', 'admin', 'broadcasted', 'category', 'count', 'description', 'event_type', 'events', 'healthy', 'integration', 'integration-layer', 'integrations', 'message', 'plugins', 'processed', 'provider', 'secret', 'service', 'status', 'super_admin', 'test', 'timestamp', 'type', 'url', 'user_id', 'webhooks', 'welcome']
\ No newline at end of file
diff --git a/.hypothesis/constants/b9629f95859b5730 b/.hypothesis/constants/b9629f95859b5730
new file mode 100644
index 0000000000000000000000000000000000000000..56a55c9c88162f560f0869b831030f0d04d2eda4
--- /dev/null
+++ b/.hypothesis/constants/b9629f95859b5730
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/infrastructure/approval_service.py
+# hypothesis_version: 6.148.8
+
+['action', 'approved', 'approved_at', 'approver_id', 'created_at', 'details', 'expires_at', 'id', 'pending', 'r', 'requester_id', 'status', 'w']
\ No newline at end of file
diff --git a/.hypothesis/constants/b9a52ae5a3fc27da b/.hypothesis/constants/b9a52ae5a3fc27da
new file mode 100644
index 0000000000000000000000000000000000000000..86f04c6243d0830ad62d568b186ebffe63986285
--- /dev/null
+++ b/.hypothesis/constants/b9a52ae5a3fc27da
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/intelligence/timeline_reconstruction.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.1, 0.4, 0.5, 0.6, 0.8, 0.85, 0.9, 0.95, 12.99, 15.99, 20.0, 49.0, 99.99, 2500.0, ' | ', '****', '+00:00', 'AMOUNT_TRIANGULATION', 'Alert Triggered', 'CHATGPT_PLUS', 'Entity Mapping', 'Evidence Collection', 'FAILED', 'INTEREST', 'Initial Alert', 'Initial Fraud Alert', 'NETFLIX_STANDARD', 'Network Disruption', 'OPENAI_API_CREDITS', 'Pattern Detection', 'REDACTED', 'RENT', 'Risk Assessment', 'SALARY', 'SAR Filing', 'SPOTIFY_FAMILY', 'SUBSCRIPTION', 'Transaction Analysis', 'UNKNOWN_VENDOR', 'UTILITY', 'WEWORK_DESK_RENTAL', 'Z', 'ai_insight', 'ai_persona', 'alert_triggered', 'aml_analyst', 'aml_investigation', 'amount', 'confidence', 'confidence_interval', 'confidence_score', 'critical', 'date', 'description', 'description/merchant', 'event_type', 'events', 'evidence_ids', 'file', 'forensic_accountant', 'forensic_imputation', 'fraud_detection', 'gap_days', 'high', 'id', 'imputed', 'inconsistent_data', 'inference_method', 'inferred_value', 'initial_alert', 'is_valid', 'issues', 'low', 'medium', 'metadata', 'missing_events', 'network_analysis', 'original_id', 'pattern_detection', 'persona', 'reasoning', 'redacted_field', 'risk_assessment', 'risk_level', 'risk_quantifier', 'risk_score', 'source', 'source_pattern_id', 'timestamp', 'title', 'transaction_analysis', 'type']
\ No newline at end of file
diff --git a/.hypothesis/constants/ba6e7faf6d70245c b/.hypothesis/constants/ba6e7faf6d70245c
new file mode 100644
index 0000000000000000000000000000000000000000..556e53054dc79a274c09dc8a64d7c3aae1cc9ddf
--- /dev/null
+++ b/.hypothesis/constants/ba6e7faf6d70245c
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/ai/ai_service.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.95, 1.0, 1000.0, 100000.0, 100, 384, 500, 800, 1000, 5000, 9000, 10000, 50000, 100000, '-', '- ', '.1', '.md', '/accounts/freeze', '/kyc/request', 'AI Service error', 'AI_SEARCH_FAILED', 'Associate', 'Director', 'Freeze Account', 'John Doe', 'Mock response', 'Send KYC Request', 'Shell Corp A', 'T', 'Unidentified Node', 'Unknown', '_', 'action', 'actions', 'activeData', 'ai_embedding', 'ai_provider', 'ai_service', 'alert_id', 'all-MiniLM-L6-v2', 'amount', 'analyze_text', 'api', 'cases', 'cash equivalent', 'categories', 'category_scores', 'cayman', 'choices', 'confidence', 'conn_1', 'conn_2', 'connections', 'content', 'context', 'country', 'created_at', 'created_date', 'currentPage', 'dashboard', 'date', 'days', 'default', 'description', 'embed_text', 'embedding', 'en', 'english', 'entities', 'entity_link', 'entity_linkage', 'error', 'evidence', 'evidence_analysis', 'filename', 'flagged', 'flagged_transactions', 'float32', 'forensic', 'fraud_pattern', 'fraud_probability', 'frenly', 'generate_response', 'id', 'insights', 'investigation', 'investigator', 'just below', 'label', 'language', 'legal', 'location', 'max', 'message', 'metadata', 'min', 'mock response', 'model', 'moderate_content', 'modified_date', 'name', 'offshore', 'openai', 'opportunities', 'params', 'positive', 'predict', 'prompt', 'receiver', 'receiver_id', 'recommendations', 'relationship', 'results', 'risk_assessment', 'risk_score', 'round number', 'safe', 'selectedNode', 'sender', 'sender_id', 'sentiment', 'shadow-', 'shadow_entity_id', 'shell company', 'similarity', 'subject_id', 'suggestions', 'summary', 'text', 'tfidf_vectorizer', 'timestamp', 'tolist', 'transaction_metadata', 'transactions', 'type', 'typology_context', 'typology_matches', 'utf-8', 'vector', 'warnings', 'wire transfer', '{}']
\ No newline at end of file
diff --git a/.hypothesis/constants/baa2cb582a14e549 b/.hypothesis/constants/baa2cb582a14e549
new file mode 100644
index 0000000000000000000000000000000000000000..eb279259f8f562e1596b417fbcefa4c6fb6fc4af
--- /dev/null
+++ b/.hypothesis/constants/baa2cb582a14e549
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/temporal_burst_detector.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.05, 0.15, 1.0, 1.15, 1.3, 1.5, 2.5, 100, 3600, 10000, '%Y-%m-%d', '%Y-%m-%d %H:%M:%S', '%Y-%m-%dT%H:%M:%S', '%Y-%m-%dT%H:%M:%SZ', '.', 'BURST_PATTERN', 'HIGH', 'LOW', 'MEDIUM', 'STRUCTURING_PATTERN', 'VELOCITY_ANOMALY', 'Z', 'alerts', 'amount', 'analysis_timestamp', 'anomalous_days', 'anomaly_threshold', 'average_amount', 'average_daily_txns', 'burst_detected', 'burst_patterns', 'burst_score', 'case_id', 'count', 'created_at', 'customer_id', 'date', 'description', 'file', 'high_velocity', 'id', 'normal', 'original', 'overall_risk_score', 'pattern_type', 'severity', 'single_transaction', 'std_deviation', 'structuring_patterns', 'summary', 'suspicious_count', 'threshold', 'timestamp', 'total_amount', 'transaction_count', 'transaction_ids', 'type', 'unknown', 'velocity_anomalies', 'velocity_score', 'window_end', 'window_start']
\ No newline at end of file
diff --git a/.hypothesis/constants/bb4c698f43648942 b/.hypothesis/constants/bb4c698f43648942
new file mode 100644
index 0000000000000000000000000000000000000000..42b4609c171590ba13667a7d1a4d32d8320d5023
--- /dev/null
+++ b/.hypothesis/constants/bb4c698f43648942
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/intelligence/metadata_correlation_service.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.2, 0.3, 0.4, 0.5, 0.6, 0.65, 0.7, 0.8, 0.85, 0.95, 1.0, 1.5, 'address', 'addresses', 'amount', 'confidence', 'correlation_score', 'edges', 'email', 'emails', 'entity_a', 'entity_b', 'entity_index', 'from', 'ip', 'ip_address', 'ip_addresses', 'location', 'matched_fields', 'metadata_type', 'metadata_value', 'name', 'name_similarity', 'nodes', 'phone', 'phones', 'reasoning', 'receiver', 'sender', 'similarity_score', 'ssn', 'to', 'user_agent']
\ No newline at end of file
diff --git a/.hypothesis/constants/bb56ab5126011ba9 b/.hypothesis/constants/bb56ab5126011ba9
new file mode 100644
index 0000000000000000000000000000000000000000..826bf8c23c4b083ee7bffb928ef490ac808449b3
--- /dev/null
+++ b/.hypothesis/constants/bb56ab5126011ba9
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/security/encryption.py
+# hypothesis_version: 6.148.8
+
+[':', 'encryption.py', 'file', 'v', 'v1']
\ No newline at end of file
diff --git a/.hypothesis/constants/bb8d8896c085c5e5 b/.hypothesis/constants/bb8d8896c085c5e5
new file mode 100644
index 0000000000000000000000000000000000000000..22163c93ae7a66e885b9746e1cba5a98b563d5a0
--- /dev/null
+++ b/.hypothesis/constants/bb8d8896c085c5e5
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/infrastructure/__init__.py
+# hypothesis_version: 6.148.8
+
+['APMService', 'ApprovalService', 'AuthService', 'CircuitBreaker', 'EventBus', 'HealthCheckService', 'MultiLayerCache', 'PerformanceMonitor', 'RBACService', 'SecretsManager', 'apm_service', 'approval_service', 'auth_service', 'cache_manager']
\ No newline at end of file
diff --git a/.hypothesis/constants/bbb6d9fee446b23b b/.hypothesis/constants/bbb6d9fee446b23b
new file mode 100644
index 0000000000000000000000000000000000000000..37ecf903eb39d2441dd254bd34e519b398abe059
--- /dev/null
+++ b/.hypothesis/constants/bbb6d9fee446b23b
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/ai/feedback_analyzer.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.7, 0.8, 1.0, 100, '...', 'AIFeedbackAnalyzer', 'FeedbackType', 'Sentiment', 'add', 'amazing', 'avg_priority_score', 'awesome', 'awful', 'bad', 'blocks_workflow', 'broken', 'bug', 'bug_report', 'confusing', 'content', 'crash', 'design', 'difficult', 'easy', 'error', 'excellent', 'fast', 'feature', 'feature_request', 'feedback_analyzer', 'feedback_analyzer.py', 'file', 'general_feedback', 'good', 'great', 'hate', 'helpful', 'id', 'implement', 'interface', 'lag', 'layout', 'loading', 'love', 'navigation', 'negative', 'neutral', 'not working', 'perfect', 'performance', 'performance_issue', 'platform', 'please add', 'positive', 'priority_score', 'recent_feedback', 'sentiment', 'sentiment_breakdown', 'slow', 'source', 'speed', 'stats', 'tags', 'terrible', 'timestamp', 'total_feedback', 'type', 'type_breakdown', 'ui', 'unknown', 'usability', 'usability_feedback', 'user_id', 'version', 'votes', 'would like']
\ No newline at end of file
diff --git a/.hypothesis/constants/bd7126c6de45e838 b/.hypothesis/constants/bd7126c6de45e838
new file mode 100644
index 0000000000000000000000000000000000000000..ee2efe48b767aa9c52e170ea3c1d05a1768b4cd0
--- /dev/null
+++ b/.hypothesis/constants/bd7126c6de45e838
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/ai/ai_service.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.95, 1.0, 1000.0, 100000.0, 100, 384, 500, 800, 1000, 5000, 9000, 10000, 50000, 100000, '-', '- ', '.1', '.md', '/accounts/freeze', '/kyc/request', 'AI Service error', 'AI_SEARCH_FAILED', 'Associate', 'Director', 'Freeze Account', 'John Doe', 'Mock response', 'Send KYC Request', 'Shell Corp A', 'T', 'Unidentified Node', 'Unknown', '_', 'action', 'actions', 'activeData', 'ai_embedding', 'ai_provider', 'ai_service', 'alert_id', 'all-MiniLM-L6-v2', 'amount', 'analyze_text', 'api', 'cases', 'cash equivalent', 'categories', 'category_scores', 'cayman', 'choices', 'confidence', 'conn_1', 'conn_2', 'connections', 'content', 'context', 'country', 'created_at', 'created_date', 'currentPage', 'dashboard', 'date', 'days', 'default', 'description', 'embed_text', 'embedding', 'en', 'english', 'entities', 'entity_link', 'entity_linkage', 'error', 'evidence', 'evidence_analysis', 'filename', 'flagged', 'flagged_transactions', 'float32', 'forensic', 'fraud_pattern', 'fraud_probability', 'frenly', 'generate_response', 'id', 'insights', 'investigation', 'investigator', 'just below', 'label', 'language', 'legal', 'location', 'max', 'message', 'metadata', 'min', 'mock response', 'moderate_content', 'modified_date', 'name', 'offshore', 'openai', 'opportunities', 'params', 'positive', 'predict', 'prompt', 'receiver', 'receiver_id', 'recommendations', 'relationship', 'results', 'risk_assessment', 'risk_score', 'round number', 'safe', 'selectedNode', 'sender', 'sender_id', 'sentiment', 'shadow-', 'shadow_entity_id', 'shell company', 'similarity', 'subject_id', 'suggestions', 'summary', 'text', 'tfidf_vectorizer', 'timestamp', 'tolist', 'transaction_metadata', 'transactions', 'type', 'typology_context', 'typology_matches', 'utf-8', 'vector', 'warnings', 'wire transfer', '{}']
\ No newline at end of file
diff --git a/.hypothesis/constants/bd721b2133aa37ca b/.hypothesis/constants/bd721b2133aa37ca
new file mode 100644
index 0000000000000000000000000000000000000000..aa049628e719d20724d34b3b97982f9273f89488
--- /dev/null
+++ b/.hypothesis/constants/bd721b2133aa37ca
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/repositories/case.py
+# hypothesis_version: 6.148.8
+
+[100, 1800, 'archived', 'case', 'closed', 'id', 'medium', 'open']
\ No newline at end of file
diff --git a/.hypothesis/constants/be01bcffb7f0dded b/.hypothesis/constants/be01bcffb7f0dded
new file mode 100644
index 0000000000000000000000000000000000000000..3f2ad56ed6ab18a5f990db0a0c02709bdae6175a
--- /dev/null
+++ b/.hypothesis/constants/be01bcffb7f0dded
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/__init__.py
+# hypothesis_version: 6.148.8
+
+[]
\ No newline at end of file
diff --git a/.hypothesis/constants/be4534460aa19e66 b/.hypothesis/constants/be4534460aa19e66
new file mode 100644
index 0000000000000000000000000000000000000000..9e36a127a18e4b10fe0009cd188cd2933c9e8e4e
--- /dev/null
+++ b/.hypothesis/constants/be4534460aa19e66
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/frenly_workflow_engine.py
+# hypothesis_version: 6.148.8
+
+[1.0, 'analyze_patterns', 'collect_evidence', 'completed', 'description', 'draft', 'draft_report', 'error', 'failed', 'generate_sar', 'handoff_id', 'init', 'legal_handof', 'name', 'notify_counsel', 'package_evidence', 'pending', 'report_id', 'result', 'running', 'sent', 'status', 'step', 'workflow_completed', 'workflow_failed', 'workflow_id', 'workflow_progress', 'workflow_started']
\ No newline at end of file
diff --git a/.hypothesis/constants/c06a96ea30b41b71 b/.hypothesis/constants/c06a96ea30b41b71
new file mode 100644
index 0000000000000000000000000000000000000000..a94516d32f54118f761fac107e9c23398572f06d
--- /dev/null
+++ b/.hypothesis/constants/c06a96ea30b41b71
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/metrics.py
+# hypothesis_version: 6.148.8
+
+[200, 500, '/', 'GET', 'HTTP request latency', 'Total HTTP requests', 'active_cases_total', 'detection_type', 'endpoint', 'http', 'http.response.start', 'http_requests_total', 'method', 'name', 'path', 'status', 'status_code', 'text/plain', 'type', 'url']
\ No newline at end of file
diff --git a/.hypothesis/constants/c0b676c058862b34 b/.hypothesis/constants/c0b676c058862b34
new file mode 100644
index 0000000000000000000000000000000000000000..44f3de27977065eea5f06603956010e0ec9601ca
--- /dev/null
+++ b/.hypothesis/constants/c0b676c058862b34
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/middleware/input_sanitization.py
+# hypothesis_version: 6.148.8
+
+[100, 128, 255, 400, 413, 1000, 1024, '"', '&', '&#x27;', '&#x2F;', '&amp;', '&gt;', '&lt;', '&quot;', "'", '--\\s*$', '/', '/\\*.*?\\*/', '<', '>', 'HEAD', 'OPTIONS', 'active', 'additionalProperties', 'amount', 'application/json', 'completed', 'content-length', 'content-type', 'created_at', 'data_keys', 'date-time', 'description', 'email', 'enum', 'error', 'exec\\s*\\(', 'format', 'id', 'inactive', 'integer', 'javascript:', 'maxLength', 'minLength', 'minimum', 'multipart/form-data', 'name', 'number', 'object', 'on\\w+\\s*=', 'password', 'pending', 'properties', 'quantity', 'status', 'string', 'type', 'union\\s+select', 'updated_at', 'username', 'utf-8', 'vbscript:', 'xp_cmdshell']
\ No newline at end of file
diff --git a/.hypothesis/constants/c1d0cac9bcac8b92 b/.hypothesis/constants/c1d0cac9bcac8b92
new file mode 100644
index 0000000000000000000000000000000000000000..0dffc16cdc7824e448a6cbc145057d2e483c30a8
--- /dev/null
+++ b/.hypothesis/constants/c1d0cac9bcac8b92
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/routers/compliance.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.01, 0.5, 1.0, 2.0, 5.0, 75.0, 99.98, 100.0, 100, 145, 365, 500, 2555, '/audit/log', '/dashboard', '/regional-compliance', '/regulatory-reports', '2025-10-15', '2025-11-01', '2026-04-15', '2026-05-01', 'AES-256 at rest', 'Annual', 'BSA/AML', 'EU', 'EU-Central', 'Europe', 'Financial', 'GDPR', 'Last 7 days', 'Must stay within EEA', 'North America', 'PII', 'Quarterly', 'US-East', 'acknowledged', 'action', 'active_alerts', 'active_users', 'alerts_count', 'api_response_time', 'case_id', 'completed', 'compliance_score', 'compliance_trends', 'created_at', 'critical_findings', 'data_types', 'database_query_time', 'details', 'draft', 'due_date', 'email', 'endpoint', 'error_rate', 'filing_status', 'framework', 'id', 'investigating', 'is_active', 'last_audit_date', 'last_updated', 'log_audit_event', 'log_id', 'message', 'metadata', 'next_audit_date', 'open', 'overdue', 'performance_metrics', 'period', 'recent_audit_events', 'recent_incidents', 'recorded', 'region', 'regions', 'regulatory_body', 'rejected', 'report_id', 'report_type', 'reporting_frequency', 'reports', 'resolved', 'resource_id', 'resource_type', 'response_time', 'retention_periods', 'risk_score', 'role', 'rule_id', 'rules', 'score', 'severity', 'status', 'system', 'system_health', 'test-user-id', 'test@test.com', 'testuser', 'timestamp', 'total', 'unknown', 'uptime', 'user', 'username']
\ No newline at end of file
diff --git a/.hypothesis/constants/c1e19cbc37157af5 b/.hypothesis/constants/c1e19cbc37157af5
new file mode 100644
index 0000000000000000000000000000000000000000..9cafcde802838f738f335f5b1a73f5461b69e5b4
--- /dev/null
+++ b/.hypothesis/constants/c1e19cbc37157af5
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/business/case_service.py
+# hypothesis_version: 6.148.8
+
+[100, 'assignee', 'cases', 'closed', 'closed_cases', 'created_at', 'critical', 'critical_cases', 'current_page', 'default', 'description', 'evidence_count', 'id', 'medium', 'notes_count', 'open', 'open_cases', 'priority', 'project_id', 'search', 'status', 'title', 'total', 'total_cases', 'total_pages', 'updated_at']
\ No newline at end of file
diff --git a/.hypothesis/constants/c39449e5f8c5eb70 b/.hypothesis/constants/c39449e5f8c5eb70
new file mode 100644
index 0000000000000000000000000000000000000000..c5c23c3f50c0f49b8f862bbf8d5d3a679c58b46c
--- /dev/null
+++ b/.hypothesis/constants/c39449e5f8c5eb70
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/regulatory/__init__.py
+# hypothesis_version: 6.148.8
+
+['AML_REPORT', 'CTR', 'EU_STR', 'SAR', 'Validation failed', 'accepted', 'amount', 'case_id', 'case_id is required', 'customer_info', 'draft', 'error', 'errors', 'rejected', 'report_id', 'status', 'submission_reference', 'submitted', 'submitted_at', 'success', 'suspect_info', 'suspicious_activity', 'transaction_amount', 'transaction_date', 'validated']
\ No newline at end of file
diff --git a/.hypothesis/constants/c40c8f1f53b466b9 b/.hypothesis/constants/c40c8f1f53b466b9
new file mode 100644
index 0000000000000000000000000000000000000000..7a5a0559fdc636bbef5599613dafb99b4127656d
--- /dev/null
+++ b/.hypothesis/constants/c40c8f1f53b466b9
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/plugins/zenith/integration/email/simulation/plugin.py
+# hypothesis_version: 6.148.8
+
+['1.0.0', 'email_service', 'message_id', 'metadata', 'official', 'provider', 'recipient', 'simulated', 'simulation', 'simulation_email', 'success', 'to', 'v1']
\ No newline at end of file
diff --git a/.hypothesis/constants/c420443d42816123 b/.hypothesis/constants/c420443d42816123
new file mode 100644
index 0000000000000000000000000000000000000000..86f04c6243d0830ad62d568b186ebffe63986285
--- /dev/null
+++ b/.hypothesis/constants/c420443d42816123
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/intelligence/timeline_reconstruction.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.1, 0.4, 0.5, 0.6, 0.8, 0.85, 0.9, 0.95, 12.99, 15.99, 20.0, 49.0, 99.99, 2500.0, ' | ', '****', '+00:00', 'AMOUNT_TRIANGULATION', 'Alert Triggered', 'CHATGPT_PLUS', 'Entity Mapping', 'Evidence Collection', 'FAILED', 'INTEREST', 'Initial Alert', 'Initial Fraud Alert', 'NETFLIX_STANDARD', 'Network Disruption', 'OPENAI_API_CREDITS', 'Pattern Detection', 'REDACTED', 'RENT', 'Risk Assessment', 'SALARY', 'SAR Filing', 'SPOTIFY_FAMILY', 'SUBSCRIPTION', 'Transaction Analysis', 'UNKNOWN_VENDOR', 'UTILITY', 'WEWORK_DESK_RENTAL', 'Z', 'ai_insight', 'ai_persona', 'alert_triggered', 'aml_analyst', 'aml_investigation', 'amount', 'confidence', 'confidence_interval', 'confidence_score', 'critical', 'date', 'description', 'description/merchant', 'event_type', 'events', 'evidence_ids', 'file', 'forensic_accountant', 'forensic_imputation', 'fraud_detection', 'gap_days', 'high', 'id', 'imputed', 'inconsistent_data', 'inference_method', 'inferred_value', 'initial_alert', 'is_valid', 'issues', 'low', 'medium', 'metadata', 'missing_events', 'network_analysis', 'original_id', 'pattern_detection', 'persona', 'reasoning', 'redacted_field', 'risk_assessment', 'risk_level', 'risk_quantifier', 'risk_score', 'source', 'source_pattern_id', 'timestamp', 'title', 'transaction_analysis', 'type']
\ No newline at end of file
diff --git a/.hypothesis/constants/c442783b4197a656 b/.hypothesis/constants/c442783b4197a656
new file mode 100644
index 0000000000000000000000000000000000000000..0c1bb746360252e24de86f4595f1647a33656ed9
--- /dev/null
+++ b/.hypothesis/constants/c442783b4197a656
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/audit_trail_service.py
+# hypothesis_version: 6.148.8
+
+[100, 120, 150, 180, 200, 280, 320, 365, 450, 500, 980, 1000, 1250, 3600, '  </event>', '  <event>', ',', '192.168.1.1', '2025-12-31T09:00:00Z', '</audit_trail>', '<audit_trail>', 'No audit data found', 'action', 'affected_users', 'api', 'audit_001', 'audit_trail', 'case', 'case_created', 'cleanup_date', 'completed', 'compliance_framework', 'compliance_score', 'csv', 'data_access_events', 'data_deletion_events', 'description', 'details', 'end_date', 'entity_id', 'entity_type', 'entity_types', 'error', 'events', 'events_archived', 'events_deleted', 'evidence', 'evidence_uploaded', 'export_type', 'exported_at', 'framework', 'gdpr', 'generated_at', 'id', 'info', 'ip_address', 'json', 'maintained', 'medium', 'not_implemented', 'period_days', 'recommendation', 'recommendations', 'report', 'report_period', 'retention_days', 'search', 'search_performed', 'severity', 'severity_breakdown', 'sox', 'start_date', 'status', 'summary', 'timestamp', 'top_actions', 'total_events', 'type', 'unique_users', 'user', 'user_123', 'user_id', 'user_login', 'verified', 'warning', 'xml']
\ No newline at end of file
diff --git a/.hypothesis/constants/c61b42e8f10e217f b/.hypothesis/constants/c61b42e8f10e217f
new file mode 100644
index 0000000000000000000000000000000000000000..6e10d0fb4af6112dde13f5f53e05b1683e49509d
--- /dev/null
+++ b/.hypothesis/constants/c61b42e8f10e217f
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/infrastructure/performance_monitor.py
+# hypothesis_version: 6.148.8
+
+[0.03, 0.1, 0.5, 0.78, 0.8, 0.82, 0.85, 0.95, 1.0, 1.5, 2.0, -100, 100, 300, 400, 500, 1000, 1024, 1500, 2000, 3000, 5000, '/', '10GB/day', '90_days', 'CRITICAL', 'DEBUG', 'Database Team', 'DevOps Team', 'Development Team', 'Disk usage above 90%', 'ENVIRONMENT', 'ERROR', 'INFO', 'Infrastructure Team', 'Security Team', 'WARNING', 'acceptable', 'accuracy', 'actions', 'active_workflows', 'adaptive', 'advanced', 'advanced_features', 'advanced_logging', 'alert_effectiveness', 'alert_integration', 'alerts_active', 'alerts_summary', 'analysis_complete', 'analytics_enabled', 'analytics_features', 'analyzing', 'anomaly', 'anomaly_detection', 'api_calls', 'api_calls_tracked', 'application', 'assigned_team', 'automated_actions', 'automated_responses', 'avg', 'baseline_key', 'baselines', 'circuit_breaker_open', 'closed', 'communication_log', 'condition', 'confidence_score', 'configuration_error', 'containment_complete', 'contributing_factors', 'count', 'cpu', 'cpu_average', 'cpu_count', 'cpu_forecast', 'cpu_percent', 'cpu_usage', 'critical', 'critical_issues', 'current_cpu', 'current_memory', 'current_metrics', 'current_status', 'database', 'database_contention', 'db_queries_tracked', 'decreasing', 'dependency_failure', 'detected_at', 'development', 'disk_free_gb', 'disk_usage', 'enable_degraded_mode', 'enabled', 'endpoint', 'error_rate', 'error_rate_forecast', 'escalation_time', 'excellent', 'execution_time_ms', 'features_enabled', 'file', 'generated_at', 'getloadavg', 'good', 'high', 'high_cpu_usage', 'high_disk_usage', 'high_error_rate', 'high_memory_usage', 'high_process_count', 'horizon', 'id', 'immediate', 'in', 'incident_id', 'increasing', 'initialized', 'is_error', 'last_updated', 'load_average', 'log_aggregation', 'log_incident', 'log_levels', 'log_volume_handled', 'logging_config', 'low_disk_space', 'manual_steps', 'max', 'medium', 'memory', 'memory_average', 'memory_forecast', 'memory_percent', 'memory_pressure', 'memory_total_gb', 'memory_usage', 'memory_used_gb', 'message', 'method', 'metric', 'metrics_collected', 'metrics_summary', 'min', 'monitoring_active', 'monitoring_level', 'network', 'network_connections', 'network_issues', 'notify_devops', 'open', 'overall_health', 'performance', 'performance_trends', 'period_analyzed', 'predicted_impact', 'predictive', 'predictive_alerting', 'predictive_insights', 'predictive_models', 'prevention_measures', 'primary_cause', 'process_count', 'production', 'query_performance', 'query_type', 'recent_alerts', 'recommendations', 'recommended_action', 'recommended_actions', 'resolution_complete', 'resource_contention', 'response_time', 'response_time_ms', 'retention_policy', 'root_cause_analysis', 'security', 'security_alert', 'security_breach', 'service_down', 'service_unavailable', 'severity', 'slow_api_responses', 'stable', 'status', 'status_code', 'structured_logging', 'sub_100ms', 'success', 'summary', 'system_health_score', 'timeframe', 'timeline', 'timestamp', 'trends', 'trigger', 'type', 'unknown', 'uptime_seconds', 'uptime_status', 'warning', 'warnings', 'within_24_hours']
\ No newline at end of file
diff --git a/.hypothesis/constants/c62c3fb1dbb24c56 b/.hypothesis/constants/c62c3fb1dbb24c56
new file mode 100644
index 0000000000000000000000000000000000000000..8e8dad630d7f21180d1f19b7b4a2f71397eef410
--- /dev/null
+++ b/.hypothesis/constants/c62c3fb1dbb24c56
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/infrastructure/security/audit_service.py
+# hypothesis_version: 6.148.8
+
+[100, 200, 401, 403, 2555, 3600, 86400, ' AND action = ?', ' AND timestamp <= ?', ' AND timestamp >= ?', ' AND user_id = ?', '/admin', '/audit', '/backup', '/config', '/system', 'action', 'api_endpoint', 'api_request', 'audit_service.py', 'audit_statistics', 'auth', 'avg_response_time', 'brute_force_attempt', 'checksum', 'compliance_events', 'critical', 'data/audit.db', 'description', 'details', 'end_date', 'endpoint', 'error', 'error_count', 'event_type', 'file', 'generated_at', 'high', 'integrity_percentage', 'invalid_entries', 'invalid_entry_ids', 'ip_address', 'low', 'medium', 'method', 'processing_time', 'report_period', 'resource_id', 'resource_type', 'response_size', 'security', 'session_id', 'severity', 'start_date', 'status_code', 'suspicious_api_usage', 'timestamp', 'total_entries', 'total_events', 'unauthorized_access', 'unique_users', 'user_agent', 'user_id', 'valid_entries', 'verified_at']
\ No newline at end of file
diff --git a/.hypothesis/constants/c7079858d2676a9c b/.hypothesis/constants/c7079858d2676a9c
new file mode 100644
index 0000000000000000000000000000000000000000..7109f8b8fba496ac6a0d6c3c52647ec290314bc7
--- /dev/null
+++ b/.hypothesis/constants/c7079858d2676a9c
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/infrastructure/auth_service.py
+# hypothesis_version: 6.148.8
+
+[0.5, 401, 60000, '(.)\\1{2,}', '(\\w)\\1{2,}', '..', '123456', 'HS256', 'JWT decode failed', 'Not a Supabase token', 'Not authenticated', 'RS256', 'SUPABASE_JWT_SECRET', 'Supabase JWT expired', 'Token expired', '[A-Z]', '[a-z]', '\\d', '_baseline_name', 'abc123', 'access', 'access_token', 'account_locked', 'account_lockout', 'account_unlocked', 'action', 'admin', 'admin_manual', 'attestation_format', 'aud', 'auth_extension', 'auth_provider', 'authenticated', 'auto', 'available', 'backend', 'category', 'challenge', 'code', 'completed', 'created_at', 'credential_id', 'cross-platform', 'db_service', 'delete', 'email', 'enrolled', 'error', 'exp', 'expected', 'failed', 'failed_attempts', 'fgp', 'fido-u2f', 'get_db', 'get_user', 'got', 'high', 'iat', 'id', 'info', 'initiated', 'invalid_password', 'ip', 'is_active', 'iss', 'issues', 'jti', 'last_activity_at', 'last_login', 'last_used', 'localhost', 'locked', 'lockout_minutes', 'lockout_until', 'login', 'login_attempt', 'login_failed', 'login_success', 'low', 'max_attempts', 'medium', 'message', 'method', 'new_sign_count', 'no_db_service', 'options', 'password', 'password_only', 'pbkdf2_sha256', 'preferred', 'public_key', 'qwerty', 'rate_limit_exceeded', 'read', 'reason', 'redis', 'refresh', 'role', 'security_alert', 'security_error', 'security_monitoring', 'severity', 'sign_count', 'skipped', 'status', 'strength_level', 'strength_score', 'strong', 'sub', 'supabase', 'system', 'transports', 'type', 'unknown', 'user', 'user-agent', 'user_distributed', 'user_not_found', 'username', 'valid', 'verified', 'verify_aud', 'weak', 'welcome', 'write', 'zenith', 'zenith-api']
\ No newline at end of file
diff --git a/.hypothesis/constants/c8281f5308b4511c b/.hypothesis/constants/c8281f5308b4511c
new file mode 100644
index 0000000000000000000000000000000000000000..873555f5232626258509786ca9d74b9aee5a3faa
--- /dev/null
+++ b/.hypothesis/constants/c8281f5308b4511c
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/search_service.py
+# hypothesis_version: 6.148.8
+
+['auto', 'evidence', 'extracted_text', 'file', 'file_id', 'file_path', 'file_type', 'indexed_at', 'initialized', 'metadata', 'quality_score', 'search_service.py', 'sentiment_score', 'source', 'total_documents']
\ No newline at end of file
diff --git a/.hypothesis/constants/c8408dfadce779ae b/.hypothesis/constants/c8408dfadce779ae
new file mode 100644
index 0000000000000000000000000000000000000000..aa049628e719d20724d34b3b97982f9273f89488
--- /dev/null
+++ b/.hypothesis/constants/c8408dfadce779ae
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/repositories/case.py
+# hypothesis_version: 6.148.8
+
+[100, 1800, 'archived', 'case', 'closed', 'id', 'medium', 'open']
\ No newline at end of file
diff --git a/.hypothesis/constants/ca8f9513ec3ffd19 b/.hypothesis/constants/ca8f9513ec3ffd19
new file mode 100644
index 0000000000000000000000000000000000000000..aab344fb09dbe437baefe78dcc3bfea117118d95
--- /dev/null
+++ b/.hypothesis/constants/ca8f9513ec3ffd19
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/infrastructure/business_metrics_service.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.001, 0.05, 0.5, 0.65, 0.7, 0.75, 1.5, 1.96, 2.0, 4.5, 5.0, 100.0, 100, 300, 2000, 3600, 'Add circuit breakers', 'GET', 'Implement caching', 'Increase monitoring', 'Scale API instances', 'USD', 'active', 'active_alerts', 'active_by_severity', 'add', 'alert_id', 'alerts', 'amount', 'anomaly_prediction', 'anomaly_predictions', 'api_call', 'api_errors', 'api_response_time', 'average', 'avg', 'avg_fraud_score', 'business_forecast', 'capacity_warnings', 'case_created', 'case_id', 'case_resolution_time', 'case_resolved', 'case_type', 'cases_created', 'change_percent', 'closed', 'confidence', 'confidence_interval', 'correlation', 'correlations', 'critical', 'currency', 'current_average', 'current_value', 'decreasing', 'description', 'detection_rate', 'detection_type', 'direction', 'down', 'endpoint', 'error', 'error_rate', 'event_type', 'evidence_upload_size', 'evidence_uploaded', 'evidence_uploads', 'factor', 'failure', 'file_size', 'file_type', 'financial', 'forecast', 'forecasted_average', 'fraud_confidence', 'fraud_detected', 'fraud_detection', 'fraud_detections', 'fraud_score', 'fraud_trend', 'general', 'growth_rate', 'health_score', 'high', 'impact', 'increasing', 'interpretation', 'kpis', 'latest', 'latest_timestamp', 'login_attempt', 'login_attempts', 'login_failures', 'login_success_rate', 'low', 'low_fraud_detection', 'medium', 'message', 'method', 'metric', 'metric_name', 'metrics', 'minimal', 'moderate', 'negative', 'next 24 hours', 'next 7 days', 'operations', 'overall_risk_score', 'password', 'performance_warning', 'positive', 'predicted_anomaly', 'prediction', 'predictions', 'priority', 'recommendations', 'reliability_warning', 'resolution_type', 'response_time', 'risk_assessment', 'risk_factors', 'risk_level', 'risk_predictions', 'rule_based', 'seasonality_detected', 'severity', 'stable', 'standard', 'status', 'strength', 'strong', 'success', 'sum', 'summary', 'tags', 'threshold', 'timeframe', 'timestamp', 'total_detections', 'total_registrations', 'transaction_amount', 'transaction_volume', 'trend', 'trend_forecasts', 'trends', 'type', 'unknown', 'up', 'user_engagement', 'user_registration', 'user_registrations', 'user_type', 'value', 'volatility']
\ No newline at end of file
diff --git a/.hypothesis/constants/cb14ab58c0b504c2 b/.hypothesis/constants/cb14ab58c0b504c2
new file mode 100644
index 0000000000000000000000000000000000000000..cbcf0867344808350c4dbfafb99eda6f0c21faa9
--- /dev/null
+++ b/.hypothesis/constants/cb14ab58c0b504c2
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/frenly_models.py
+# hypothesis_version: 6.148.8
+
+[1.0, 'frenly_conversations', 'frenly_preferences', 'frenly_user_actions', 'frenly_workflows', 'users.id']
\ No newline at end of file
diff --git a/.hypothesis/constants/cc656ab90ab8de25 b/.hypothesis/constants/cc656ab90ab8de25
new file mode 100644
index 0000000000000000000000000000000000000000..4a52ab591f771640c99d3d94282413802f5c6373
--- /dev/null
+++ b/.hypothesis/constants/cc656ab90ab8de25
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/fraud/engine.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.8, 100, 1000, 'ENGINE_TOTAL', 'active', 'alerts_generated', 'capabilities', 'confidence', 'config_schema', 'context', 'critical', 'details', 'duration_ms', 'enabled', 'engine.py', 'executed_at', 'file', 'fraud_detection', 'fraud_rule', 'high', 'id', 'last_run', 'low', 'medium', 'reason', 'risk_score', 'rule_name', 'rules_executed', 'severity', 'transaction', 'transaction_id', 'triggered', 'unknown']
\ No newline at end of file
diff --git a/.hypothesis/constants/ccab14b6801ace39 b/.hypothesis/constants/ccab14b6801ace39
new file mode 100644
index 0000000000000000000000000000000000000000..269848a7181a0960dcb8f361e0d8b505cdbbb900
--- /dev/null
+++ b/.hypothesis/constants/ccab14b6801ace39
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/models/__init__.py
+# hypothesis_version: 6.148.8
+
+['ABACPolicy', 'ABACPolicyEvaluation', 'ABACPolicyRule', 'ABACPolicySet', 'AccessReview', 'AgentApproval', 'AuditLog', 'Base', 'Case', 'CaseActivity', 'CaseAsset', 'CaseNote', 'ComplianceAuditLog', 'CryptoTransaction', 'Entity', 'Evidence', 'EvidenceChain', 'FraudAlert', 'FraudRuleModel', 'FrozenEntity', 'GraphSnapshot', 'IdentityNode', 'IdentityRelationship', 'Milestone', 'ModelFeedback', 'ModelRegistry', 'Project', 'RegulatoryReport', 'Relationship', 'RookieChecklist', 'SAR', 'SecurityIncident', 'SecurityPolicy', 'Team', 'TradeTransaction', 'TrainingRecord', 'Transaction', 'User', 'UserDevice', 'UserSession', 'WebAuthnCredential', 'generate_uuid', 'utc_now']
\ No newline at end of file
diff --git a/.hypothesis/constants/ceabc6367f4ace61 b/.hypothesis/constants/ceabc6367f4ace61
new file mode 100644
index 0000000000000000000000000000000000000000..a8b97ce83b185564958446e2c1527875959b854b
--- /dev/null
+++ b/.hypothesis/constants/ceabc6367f4ace61
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/business/investigations/investigation_workflow_service.py
+# hypothesis_version: 6.148.8
+
+[0.05, 0.8, 0.9, 1.0, '1 week', '1-2 weeks', '15-25% degradation', '2 weeks', '2-3 weeks', '3-4 weeks', 'action', 'active', 'affected_dimensions', 'alerts', 'all', 'anomalies_detected', 'backend', 'category', 'completed', 'compliance', 'compliance_risk', 'component', 'cooldown_minutes', 'coordinated_fixes', 'critical', 'critical_issue', 'data_integrity', 'database', 'deep_investigation', 'dependencies', 'deployment_windows', 'description', 'dimensions_affected', 'effort', 'enabled', 'end_time', 'estimated_completion', 'expected_impact', 'file', 'findings', 'frequency_days', 'health_score', 'high', 'id', 'immediate_trigger', 'impact_assessment', 'initial_assessment', 'keywords', 'last_run', 'manual_trigger', 'medium', 'overall_health_score', 'performance_impact', 'phase', 'phases_completed', 'priority', 'reason', 'recommendations', 'scheduled_review', 'score_drop', 'security', 'security_risk', 'severity', 'start_time', 'status', 'surface_analysis', 'sync_planning', 'testing', 'threshold', 'timeline', 'timestamp', 'trigger', 'trigger_type']
\ No newline at end of file
diff --git a/.hypothesis/constants/d1b7c80b6bb30617 b/.hypothesis/constants/d1b7c80b6bb30617
new file mode 100644
index 0000000000000000000000000000000000000000..1b694dd8edc417873f11c2f4fd93e12e708b963b
--- /dev/null
+++ b/.hypothesis/constants/d1b7c80b6bb30617
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/cqrs/__init__.py
+# hypothesis_version: 6.148.8
+
+[]
\ No newline at end of file
diff --git a/.hypothesis/constants/d2281e1765334145 b/.hypothesis/constants/d2281e1765334145
new file mode 100644
index 0000000000000000000000000000000000000000..2a76caa99639434c63bb79fcdf6eded11ce722c0
--- /dev/null
+++ b/.hypothesis/constants/d2281e1765334145
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/ai/ai_case_assignment.py
+# hypothesis_version: 6.148.8
+
+[0.1, 0.15, 0.2, 0.25, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.88, 0.9, 0.92, 0.95, 1.0, 1.5, 4.0, 3600, 'CRITICAL', 'Emily Rodriguez', 'HIGH', 'LOW', 'MEDIUM', 'Mike Chen', 'Sarah Johnson', 'aml_compliance', 'analyst_001', 'analyst_002', 'analyst_003', 'analyst_id', 'bank_fraud', 'case_id', 'confidence', 'cyber_crime', 'cyber_fraud', 'deadline', 'deadline_bonus', 'digital_forensics', 'expertise', 'expertise_match', 'expertise_weights', 'fraud_investigation', 'money_laundering', 'scores', 'specialization', 'specialization_bonus', 'timestamp', 'total', 'wire_transfers', 'workload', 'workload_balance', 'workload_penalty']
\ No newline at end of file
diff --git a/.hypothesis/constants/d2a3a75fa13d1ef2 b/.hypothesis/constants/d2a3a75fa13d1ef2
new file mode 100644
index 0000000000000000000000000000000000000000..d93e205d6bdcc2c35a5b72e2b30aabcfa076ce28
--- /dev/null
+++ b/.hypothesis/constants/d2a3a75fa13d1ef2
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/core/exceptions.py
+# hypothesis_version: 6.148.8
+
+['AUTH_ERROR', 'BUSINESS_LOGIC_ERROR', 'DATA_INTEGRITY_ERROR', 'INTEGRATION_ERROR', 'INTERNAL_ERROR', 'NOT_FOUND', 'PERMISSION_ERROR', 'SERVICE_ERROR', 'SIMULATION_ERROR', 'VALIDATION_ERROR', 'id', 'resource']
\ No newline at end of file
diff --git a/.hypothesis/constants/d2aa5ba38d363eb5 b/.hypothesis/constants/d2aa5ba38d363eb5
new file mode 100644
index 0000000000000000000000000000000000000000..9f713f9766ecfe707ed52ded79c1a2edb2abbb38
--- /dev/null
+++ b/.hypothesis/constants/d2aa5ba38d363eb5
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/dependencies.py
+# hypothesis_version: 6.148.8
+
+[400, 'X-Project-ID', 'default']
\ No newline at end of file
diff --git a/.hypothesis/constants/d3d13a187162031e b/.hypothesis/constants/d3d13a187162031e
new file mode 100644
index 0000000000000000000000000000000000000000..4d1b23b13eb81b36813eeff72525bf8007fece08
--- /dev/null
+++ b/.hypothesis/constants/d3d13a187162031e
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/rate_limiting.py
+# hypothesis_version: 6.148.8
+
+[100, 200, 300, 500, 1000, 3600, '/api/v1', '/api/v1/auth/login', '/api/v1/auth/token', '/api/v1/cases', '/api/v1/search', '/api/v1/transactions', '/docs', '/favicon.ico', '/health', '/health/live', '/health/ready', '/health/startup', '/metrics', '/openapi.json', 'Authorization', 'Bearer ', 'HEAD', 'OPTIONS', 'Rate limit exceeded', 'Retry-After', 'category', 'client_id', 'code', 'current_requests', 'default', 'error', 'limits', 'message', 'method', 'path', 'rate_limit_exceeded', 'remaining_requests', 'requests', 'retry_after', 'security_error', 'unknown', 'window']
\ No newline at end of file
diff --git a/.hypothesis/constants/d442c810ec33f8bc b/.hypothesis/constants/d442c810ec33f8bc
new file mode 100644
index 0000000000000000000000000000000000000000..6632688e9948e3ac527cd8b4bb229341abc05c64
--- /dev/null
+++ b/.hypothesis/constants/d442c810ec33f8bc
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/locale_utils.py
+# hypothesis_version: 6.148.8
+
+[',', '-', ';', 'Accept-Language', 'X-Locale', 'en', 'id']
\ No newline at end of file
diff --git a/.hypothesis/constants/d4b062f631d5121b b/.hypothesis/constants/d4b062f631d5121b
new file mode 100644
index 0000000000000000000000000000000000000000..88cae8bca6e7b2cfe147c7f10c4773bc1835acf4
--- /dev/null
+++ b/.hypothesis/constants/d4b062f631d5121b
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/middleware/security_headers.py
+# hypothesis_version: 6.148.8
+
+['1; mode=block', 'DENY', 'ENVIRONMENT', 'Permissions-Policy', 'Referrer-Policy', 'X-Frame-Options', 'X-XSS-Protection', 'development', 'nosnif', 'production']
\ No newline at end of file
diff --git a/.hypothesis/constants/d4e02dbbe2ec3d29 b/.hypothesis/constants/d4e02dbbe2ec3d29
new file mode 100644
index 0000000000000000000000000000000000000000..04e6ce7de3f46524f899e911be8065d09684172b
--- /dev/null
+++ b/.hypothesis/constants/d4e02dbbe2ec3d29
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/ai/model_registry.py
+# hypothesis_version: 6.148.8
+
+[1000, 'MLFLOW_TRACKING_URI', 'Production']
\ No newline at end of file
diff --git a/.hypothesis/constants/d50da85efc16c6dd b/.hypothesis/constants/d50da85efc16c6dd
new file mode 100644
index 0000000000000000000000000000000000000000..0185dc9d646ef4a5e37060a72d24ae7993d9059c
--- /dev/null
+++ b/.hypothesis/constants/d50da85efc16c6dd
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/frenly_memory_service.py
+# hypothesis_version: 6.148.8
+
+['assistant', 'content', 'persona', 'role', 'session_id', 'timestamp', 'user']
\ No newline at end of file
diff --git a/.hypothesis/constants/d605e034eab491eb b/.hypothesis/constants/d605e034eab491eb
new file mode 100644
index 0000000000000000000000000000000000000000..0d27f49e045fb2c48394d39c2b492c6ba23192e8
--- /dev/null
+++ b/.hypothesis/constants/d605e034eab491eb
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/regulatory/goaml_generator.py
+# hypothesis_version: 6.148.8
+
+['%Y-%m-%d', '501', '502', '503', '504', '505', '601', '602', '701', '702', '999', 'CARD_PAYMENT', 'CASH_DEPOSIT', 'CASH_WITHDRAWAL', 'CD', 'CHECK', 'CK', 'CP', 'CW', 'E', 'FI', 'FRAUD_SUSPECTED', 'GOAML', 'ID', 'IDR', 'Jakarta', 'KTP', 'LTKM', 'MONEY_LAUNDERING', 'ONLINE_TRANSFER', 'OT', 'R', 'STRUCTURING', 'Suspected fraud', 'Suspicious activity', 'TERRORISM_FINANCING', 'Unknown', 'WIRE_TRANSFER', 'WT', 'address', 'address_type', 'amount', 'amount_local', 'case_id', 'case_type', 'city', 'content', 'country_code', 'currency', 'currency_code', 'date', 'date_transaction', 'description', 'entities', 'entity_count', 'entity_id', 'entity_name', 'entity_reference', 'entity_type', 'error', 'errors', 'first_name', 'format', 'goaml', 'identification', 'indicator', 'indicator_code', 'indicators', 'invalid', 'issue_country', 'ktp', 'last_name', 'location', 'message', 'metadata', 'name', 'number', 'person', 'person_id', 'report', 'report_code', 'report_id', 'report_type', 'reporting_person', 'status', 'submission_code', 'submission_date', 'success', 'transaction', 'transaction_count', 'transaction_location', 'transaction_type', 'transactionnumber', 'transactions', 'type', 'unicode', 'valid', 'xml', 'xmlns', 'xmlns:xsi', 'xsi:schemaLocation']
\ No newline at end of file
diff --git a/.hypothesis/constants/d6dcaeda6e6d19dc b/.hypothesis/constants/d6dcaeda6e6d19dc
new file mode 100644
index 0000000000000000000000000000000000000000..ac88eeca4a43eb598c1e8088b0a6de6d14787fda
--- /dev/null
+++ b/.hypothesis/constants/d6dcaeda6e6d19dc
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/database_monitor.py
+# hypothesis_version: 6.148.8
+
+[0.0, 1.0, 5.0, 200, 500, 'ALTER', 'CREATE', 'DELETE', 'DROP', 'INSERT', 'OTHER', 'SELECT', 'UPDATE', 'after_cursor_execute', 'average_query_time', 'close', 'connect', 'connection_count', 'critical_performance', 'execution_time', 'parameters', 'query', 'query_execution_time', 'query_parameters', 'query_start_time', 'query_statement', 'query_type', 'query_type_breakdown', 'slow_queries_count', 'slow_query', 'timestamp', 'total_queries', 'total_query_time']
\ No newline at end of file
diff --git a/.hypothesis/constants/d769fd60a7f9ec3a b/.hypothesis/constants/d769fd60a7f9ec3a
new file mode 100644
index 0000000000000000000000000000000000000000..5122987bc99b3b60c1c2ae6338e5d18d5b2f7dc1
--- /dev/null
+++ b/.hypothesis/constants/d769fd60a7f9ec3a
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/jobs/__init__.py
+# hypothesis_version: 6.148.8
+
+['BackgroundProcessor', 'Job', 'JobPriority', 'JobQueue', 'JobStatus']
\ No newline at end of file
diff --git a/.hypothesis/constants/d8eac22555c90284 b/.hypothesis/constants/d8eac22555c90284
new file mode 100644
index 0000000000000000000000000000000000000000..732ff618bfcd8b1eb795e276c236cc0889f37cc7
--- /dev/null
+++ b/.hypothesis/constants/d8eac22555c90284
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/plugins/zenith/integration/blockchain/simulation/plugin.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.6, 0.7, '(mix|tumbl|blend)', '1.0.0', '1Sanction', 'Unknown action', 'action', 'address', 'address_screening', 'bitcoin', 'blockchain', 'categories', 'check_transaction', 'confidence', 'error', 'is_high_risk', 'metadata', 'method', 'mixer', 'official', 'on_sanctions_list', 'provider', 'regex', 'risk_score', 'screen_address', 'simulated', 'simulation', 'timestamp', 'tx_hash', 'v1']
\ No newline at end of file
diff --git a/.hypothesis/constants/d94e91d9b095a6c9 b/.hypothesis/constants/d94e91d9b095a6c9
new file mode 100644
index 0000000000000000000000000000000000000000..d8981cf185cda4b6a26348c4372fb443c20bb7c4
--- /dev/null
+++ b/.hypothesis/constants/d94e91d9b095a6c9
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/main.py
+# hypothesis_version: 6.148.8
+
+[]
\ No newline at end of file
diff --git a/.hypothesis/constants/da26a3760b432455 b/.hypothesis/constants/da26a3760b432455
new file mode 100644
index 0000000000000000000000000000000000000000..30ff5cbcae3f0d68dd70e53b7da6ed8511ff808f
--- /dev/null
+++ b/.hypothesis/constants/da26a3760b432455
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/infrastructure/event_driven_architecture.py
+# hypothesis_version: 6.148.8
+
+[0.1, 0.3, 100, 1000, 10000, '123', 'Event bus started', 'Event bus stopped', 'active', 'active_sagas', 'active_subscriptions', 'analyst@example.com', 'analyze_fraud', 'api.called', 'assign_case', 'assigned_to', 'auth.failed', 'auth.success', 'case.assigned', 'case.closed', 'case.created', 'case.updated', 'case_id', 'case_processing', 'case_service', 'checked_at', 'compensations', 'completed', 'completed_at', 'completed_sagas', 'critical', 'current_step', 'data', 'data.created', 'data.deleted', 'data.updated', 'error', 'error_count', 'event_counts_by_type', 'executed_at', 'external.integration', 'failed', 'failed_at', 'failed_sagas', 'fraud_score', 'function', 'health', 'health.check', 'health_percentage', 'health_status', 'healthy', 'healthy_services', 'high', 'id', 'is_running', 'last_check', 'low', 'name', 'normal', 'permission.changed', 'queue_size', 'registered_at', 'response_time', 'result', 'saga_id', 'saga_manager', 'saga_type', 'service.started', 'service.stopped', 'service_info', 'service_name', 'service_registry', 'started', 'started_at', 'status', 'step', 'steps', 'total_sagas', 'total_services', 'type', 'unhealthy', 'unhealthy_services', 'unknown', 'validate_case', 'validated', 'webhook.delivered']
\ No newline at end of file
diff --git a/.hypothesis/constants/de1e36a80d5cf999 b/.hypothesis/constants/de1e36a80d5cf999
new file mode 100644
index 0000000000000000000000000000000000000000..ae90bdc2ed15f862c01c3a401bc67c36f524a6fd
--- /dev/null
+++ b/.hypothesis/constants/de1e36a80d5cf999
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/database_connection.py
+# hypothesis_version: 6.148.8
+
+[0.85, 3600, 'DATABASE_REPLICA_URL', 'DATABASE_URL', 'TESTING', 'active_connections', 'cache_hit_ratio', 'check_same_thread', 'deadlocks', 'echo', 'long_running_queries', 'max_overflow', 'pool_pre_ping', 'pool_recycle', 'pool_size', 'postgresql', 'sqlite', 'true']
\ No newline at end of file
diff --git a/.hypothesis/constants/dec42c724d427361 b/.hypothesis/constants/dec42c724d427361
new file mode 100644
index 0000000000000000000000000000000000000000..2b957338ed343f36a30598f5c9dc646f2fdea1f8
--- /dev/null
+++ b/.hypothesis/constants/dec42c724d427361
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/intelligence/forensic_intelligence.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.01, 0.05, 0.1, 0.15, 0.2, 0.25, 0.3, 0.35, 0.4, 0.5, 0.6, 0.7, 0.8, 0.85, 0.9, 0.95, 1.0, 100, 500, 3600, '%H:%M:%S', '*', 'AMAZON*', 'AMZN*', 'APPLE*', 'Account-History Sync', 'Amazon', 'Amount-Pattern Match', 'Apple', 'CLEAN', 'CREDIT', 'DEBIT', 'DOORDASH*', 'DoorDash', 'ERROR', 'GOOGLE*', 'Google', 'HIGH', 'HIGH_RISK', 'INTENT', 'KNOWLEDGE', 'LOW', 'LOW_RISK', 'LYFT*', 'Lyft', 'MEDIUM_RISK', 'MODERATE', 'NEGLIGENCE', 'NO_DATA', 'No content provided', 'PAYPAL*', 'Pattern Recognition', 'PayPal', 'Potential Wash Trade', 'SQ *', 'Square', 'Suspicious Pair', 'UBER*', 'Uber', 'WILLFUL_BLINDNESS', 'account_id', 'acknowledge', 'all_candidates', 'amount', 'analyzed_at', 'anonymous', 'arrange', 'avoid', 'avoidance', 'aware', 'balance', 'bypass', 'candidate', 'category', 'circumvent', 'commingling_ratio', 'compliance', 'conceal', 'confidence', 'confidence_score', 'coordinate', 'count', 'date', 'deposit_amount', 'deposit_date', 'disguise', 'dodge', 'error', 'evade', 'evidence_id', 'evidence_markers', 'file', 'findings', 'frequency', 'hide', 'id', 'illegal', 'is_suspected', 'justification', 'keywords', 'know', 'knowledge', 'label', 'launder', 'legal_theory', 'libr', 'libr_violation_count', 'limit', 'litigation_readiness', 'mask', 'mens_rea', 'mens_rea_matrix', 'merchant', 'message', 'mirror_matcher', 'nominee', 'obfuscation', 'offshore', 'organize', 'original_masked', 'pair_id', 'period', 'plan', 'planning', 'policy', 'prepare', 'primary_intent', 'proxy', 'realize', 'recognize', 'regulation', 'resolved_name', 'schedule', 'score', 'sequence', 'shell', 'smur', 'source', 'split', 'status', 'strategy', 'strftime', 'structure', 'summary', 'threshold', 'time', 'time_gap_seconds', 'timestamp', 'timing', 'transaction_id', 'triangulation', 'triangulation_logic', 'tx1', 'tx2', 'type', 'understand', 'violations']
\ No newline at end of file
diff --git a/.hypothesis/constants/ded8cc12c684dc39 b/.hypothesis/constants/ded8cc12c684dc39
new file mode 100644
index 0000000000000000000000000000000000000000..e86944b7314182814cedba1cb69b60f9c0675687
--- /dev/null
+++ b/.hypothesis/constants/ded8cc12c684dc39
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/ai/intelligence_methods/knowledge_graph.py
+# hypothesis_version: 6.148.8
+
+[1.0, 'amount', 'central_entities', 'communities', 'date', 'entities', 'entity', 'entity1_id', 'entity2_id', 'from_entity', 'graph_density', 'id', 'metadata', 'name', 'num_edges', 'num_nodes', 'relationships', 'strength', 'to_entity', 'transactions', 'type']
\ No newline at end of file
diff --git a/.hypothesis/constants/dfd985666ac05749 b/.hypothesis/constants/dfd985666ac05749
new file mode 100644
index 0000000000000000000000000000000000000000..8b8a14f28c16bac874ce58c0549ca3450fdd5205
--- /dev/null
+++ b/.hypothesis/constants/dfd985666ac05749
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/models/ai_ml.py
+# hypothesis_version: 6.148.8
+
+[100, 255, 1000, 'ModelFeedback', 'ModelRegistry', 'active', 'cases.id', 'extend_existing', 'feedback', 'fraud_rule_models', 'medium', 'model', 'model_feedback', 'model_registry', 'model_registry.id', 'prediction', 'users.id']
\ No newline at end of file
diff --git a/.hypothesis/constants/dff0d6785589402d b/.hypothesis/constants/dff0d6785589402d
new file mode 100644
index 0000000000000000000000000000000000000000..604fe62b61fb7901408a4c0237b45a6170617bfb
--- /dev/null
+++ b/.hypothesis/constants/dff0d6785589402d
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/plugin_system/models.py
+# hypothesis_version: 6.148.8
+
+[0.0, 'AgentPluginExecution', 'PluginDependency', 'PluginExecution', 'PluginPermission', 'PluginRegistry', 'agent_executions', 'all, delete-orphan', 'dependencies', 'executions', 'inactive', 'official', 'permissions', 'plugin', 'plugin_dependencies', 'plugin_executions', 'plugin_permissions', 'plugin_registry', 'plugin_registry.id', 'running', 'users.id']
\ No newline at end of file
diff --git a/.hypothesis/constants/e0b614336650f18f b/.hypothesis/constants/e0b614336650f18f
new file mode 100644
index 0000000000000000000000000000000000000000..855e612355cac7fe18349b74d5c7bc3376d65d6e
--- /dev/null
+++ b/.hypothesis/constants/e0b614336650f18f
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/intelligence/geocoding_service.py
+# hypothesis_version: 6.148.8
+
+[-118.2437, -98.5795, -87.6298, -74.006, -33.8688, -25.2744, -3.436, -0.1278, 0.1, 0.3, 0.5, 0.7, 0.9, 1.0, 1.3521, 2.2137, 2.3522, 10.4515, 12.9716, 19.076, 20.5937, 22.3193, 28.7041, 31.2304, 34.0522, 35.6762, 35.8617, 36.2048, 39.8283, 39.9042, 40.7128, 41.8781, 46.2276, 48.8566, 51.1657, 51.5074, 55.3781, 72.8777, 77.1025, 77.5946, 78.9629, 103.8198, 104.1954, 114.1694, 116.4074, 120.0, 121.4737, 133.7751, 138.2529, 139.6503, 151.2093, 200, 'Australia', 'Bangalore', 'Beijing', 'Berlin', 'Canberra', 'Chicago', 'China', 'Delhi', 'France', 'Germany', 'Hong Kong', 'India', 'Japan', 'LDN', 'London', 'Los Angeles', 'Mumbai', 'NYC', 'New York', 'PAR', 'Paris', 'SGP', 'Shanghai', 'Singapore', 'Sydney', 'TGT-0922', 'TKY', 'Tokyo', 'United Kingdom', 'United States', 'User-Agent', 'WMT-5421', 'Washington DC', 'addressdetails', 'australia', 'bangalore, india', 'beijing, china', 'cached_locations', 'china', 'delhi, india', 'file', 'format', 'france', 'geocoding_service.py', 'germany', 'hong kong, china', 'india', 'japan', 'json', 'lat', 'limit', 'lng', 'lon', 'mumbai, india', 'paris, france', 'q', 'shanghai, china', 'singapore', 'singapore, singapore', 'sydney, australia', 'tokyo, japan', 'united kingdom', 'united states']
\ No newline at end of file
diff --git a/.hypothesis/constants/e296fa1159aadc62 b/.hypothesis/constants/e296fa1159aadc62
new file mode 100644
index 0000000000000000000000000000000000000000..8e8dad630d7f21180d1f19b7b4a2f71397eef410
--- /dev/null
+++ b/.hypothesis/constants/e296fa1159aadc62
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/infrastructure/security/audit_service.py
+# hypothesis_version: 6.148.8
+
+[100, 200, 401, 403, 2555, 3600, 86400, ' AND action = ?', ' AND timestamp <= ?', ' AND timestamp >= ?', ' AND user_id = ?', '/admin', '/audit', '/backup', '/config', '/system', 'action', 'api_endpoint', 'api_request', 'audit_service.py', 'audit_statistics', 'auth', 'avg_response_time', 'brute_force_attempt', 'checksum', 'compliance_events', 'critical', 'data/audit.db', 'description', 'details', 'end_date', 'endpoint', 'error', 'error_count', 'event_type', 'file', 'generated_at', 'high', 'integrity_percentage', 'invalid_entries', 'invalid_entry_ids', 'ip_address', 'low', 'medium', 'method', 'processing_time', 'report_period', 'resource_id', 'resource_type', 'response_size', 'security', 'session_id', 'severity', 'start_date', 'status_code', 'suspicious_api_usage', 'timestamp', 'total_entries', 'total_events', 'unauthorized_access', 'unique_users', 'user_agent', 'user_id', 'valid_entries', 'verified_at']
\ No newline at end of file
diff --git a/.hypothesis/constants/e3d0add70714ff84 b/.hypothesis/constants/e3d0add70714ff84
new file mode 100644
index 0000000000000000000000000000000000000000..7ee8ca45a7326ef267e397f53eaffe769923f5a9
--- /dev/null
+++ b/.hypothesis/constants/e3d0add70714ff84
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/infrastructure/database_scaling.py
+# hypothesis_version: 6.148.8
+
+[0.5, 300, 1000, 1800, '0', '0.2', '0.8', '1', '10', 'AUTO_SCALING_ENABLED', 'DATABASE_SHARD_COUNT', 'DATABASE_SHARD_KEY', 'MAX_DATABASE_SHARDS', 'READ', 'SCALE_DOWN_THRESHOLD', 'SCALE_UP_THRESHOLD', 'SELECT', 'SELECT 1', 'false', 'healthy', 'id', 'is_read_replica', 'key_value', 'operation', 'read', 'replica_status', 'shard_id', 'shard_status', 'status', 'total_replicas', 'total_shards', 'true']
\ No newline at end of file
diff --git a/.hypothesis/constants/e413fcfa4f5e9b24 b/.hypothesis/constants/e413fcfa4f5e9b24
new file mode 100644
index 0000000000000000000000000000000000000000..7a4b72737fb0623672ff53c665519c576010c3a2
--- /dev/null
+++ b/.hypothesis/constants/e413fcfa4f5e9b24
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/models/__init__.py
+# hypothesis_version: 6.148.8
+
+['AccessReview', 'AgentApproval', 'AuditLog', 'Base', 'Case', 'CaseActivity', 'CaseNote', 'ComplianceAuditLog', 'CryptoTransaction', 'Entity', 'Evidence', 'EvidenceChain', 'FraudAlert', 'FraudRuleModel', 'FrozenEntity', 'GraphSnapshot', 'IdentityNode', 'IdentityRelationship', 'Milestone', 'ModelFeedback', 'ModelRegistry', 'Project', 'RegulatoryReport', 'Relationship', 'RookieChecklist', 'SAR', 'SecurityIncident', 'SecurityPolicy', 'Team', 'TradeTransaction', 'TrainingRecord', 'Transaction', 'User', 'UserDevice', 'UserSession', 'WebAuthnCredential', 'generate_uuid', 'utc_now']
\ No newline at end of file
diff --git a/.hypothesis/constants/e45b9a7e07200c73 b/.hypothesis/constants/e45b9a7e07200c73
new file mode 100644
index 0000000000000000000000000000000000000000..ec07dcab6c1819eb84770e2019b8dcb77d082b9f
--- /dev/null
+++ b/.hypothesis/constants/e45b9a7e07200c73
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/models/intelligence.py
+# hypothesis_version: 6.148.8
+
+[0.0, 1.0, 100, 255, 500, 'Entity', 'IdentityNode', 'IdentityRelationship', 'Relationship', 'active', 'cases.id', 'entities', 'entities.id', 'evidence_chains', 'extend_existing', 'from_entity', 'from_node', 'graph_snapshots', 'identity_nodes', 'identity_nodes.id', 'low', 'relationships', 'relationships_from', 'relationships_to', 'to_entity', 'to_node', 'users.id']
\ No newline at end of file
diff --git a/.hypothesis/constants/e8be26945611cc38 b/.hypothesis/constants/e8be26945611cc38
new file mode 100644
index 0000000000000000000000000000000000000000..741b22a6a7419a75702a03bd2e915312a59f576e
--- /dev/null
+++ b/.hypothesis/constants/e8be26945611cc38
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/repositories/base.py
+# hypothesis_version: 6.148.8
+
+[100, 'CreateSchemaType', 'ModelType', 'UpdateSchemaType']
\ No newline at end of file
diff --git a/.hypothesis/constants/e98cdfb3e5e180cc b/.hypothesis/constants/e98cdfb3e5e180cc
new file mode 100644
index 0000000000000000000000000000000000000000..4768a45d46b78c15ca3155668edee5fe90889d1a
--- /dev/null
+++ b/.hypothesis/constants/e98cdfb3e5e180cc
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/infrastructure/ml_cache_warmer.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.1, 0.2, 0.3, 0.4, 0.6, 0.7, 0.8, 1.0, 2.718, 24.0, 100, 300, 3600, ':', 'activity', 'activity:', 'activity_', 'analysis_timestamp', 'analytics', 'analytics:', 'business_hour_bonus', 'cache_key', 'case', 'case:', 'case:{case_id}', 'case_', 'combined_score', 'confidence', 'configuration', 'diff_hour_same_day', 'entity_id', 'entity_type', 'evidence', 'evidence:', 'evidence_', 'frequency', 'frequency_patterns', 'frequency_score', 'is_running', 'patterns_analyzed', 'peak_hour_bonus', 'predicted_at', 'queue_size', 'recency', 'recency_score', 'same_hour_diff_day', 'same_hour_same_day', 'score_breakdown', 'simulated_warmup', 'status', 'temporal', 'temporal_score', 'timestamp', 'user', 'user:', 'user:{user_id}', 'user_', 'warmed_at', 'warmup_batch_size']
\ No newline at end of file
diff --git a/.hypothesis/constants/ead250d1d7346ec5 b/.hypothesis/constants/ead250d1d7346ec5
new file mode 100644
index 0000000000000000000000000000000000000000..42b4609c171590ba13667a7d1a4d32d8320d5023
--- /dev/null
+++ b/.hypothesis/constants/ead250d1d7346ec5
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/intelligence/metadata_correlation_service.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.2, 0.3, 0.4, 0.5, 0.6, 0.65, 0.7, 0.8, 0.85, 0.95, 1.0, 1.5, 'address', 'addresses', 'amount', 'confidence', 'correlation_score', 'edges', 'email', 'emails', 'entity_a', 'entity_b', 'entity_index', 'from', 'ip', 'ip_address', 'ip_addresses', 'location', 'matched_fields', 'metadata_type', 'metadata_value', 'name', 'name_similarity', 'nodes', 'phone', 'phones', 'reasoning', 'receiver', 'sender', 'similarity_score', 'ssn', 'to', 'user_agent']
\ No newline at end of file
diff --git a/.hypothesis/constants/eae8b9af1fd89d91 b/.hypothesis/constants/eae8b9af1fd89d91
new file mode 100644
index 0000000000000000000000000000000000000000..fdbaaa258e8f5a7cb0aa2ff469d8aac6a9609686
--- /dev/null
+++ b/.hypothesis/constants/eae8b9af1fd89d91
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/models/base.py
+# hypothesis_version: 6.148.8
+
+['TESTING', 'true']
\ No newline at end of file
diff --git a/.hypothesis/constants/eb290ac1f075364c b/.hypothesis/constants/eb290ac1f075364c
new file mode 100644
index 0000000000000000000000000000000000000000..bb8521f6e41a54843e273e71a1fe3d70b018dce5
--- /dev/null
+++ b/.hypothesis/constants/eb290ac1f075364c
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/service_registry.py
+# hypothesis_version: 6.148.8
+
+['connect', 'disconnect', 'start', 'start_monitoring', 'stop', 'stop_monitoring']
\ No newline at end of file
diff --git a/.hypothesis/constants/eb95d0bd30407577 b/.hypothesis/constants/eb95d0bd30407577
new file mode 100644
index 0000000000000000000000000000000000000000..4f9d09c57a636a7cffe9958c8a67f99cc6e56975
--- /dev/null
+++ b/.hypothesis/constants/eb95d0bd30407577
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/business/investigation_service.py
+# hypothesis_version: 6.148.8
+
+[384, 448, 1024, ',', '.', 'CLOSED', 'INVESTIGATING', 'action', 'assign', 'assigned_id', 'assigned_to', 'assignment_strategy', 'auto', 'case_id', 'cases', 'closed', 'context', 'critical', 'description', 'error', 'evaluate', 'evidence_id', 'evidence_processing', 'failed', 'file_path', 'file_size', 'file_type', 'filename', 'general', 'high', 'id', 'investigating', 'job_id', 'limit', 'medium', 'plugin', 'priority', 'processing_status', 'queued', 'reason', 'recommended_priority', 'resolution', 'risk_score', 'should_create', 'should_trigger', 'skip', 'status', 'tags', 'total', 'triggers', 'unassigned', 'uploaded_at', 'uploaded_by', 'uploads', 'value', 'wb']
\ No newline at end of file
diff --git a/.hypothesis/constants/edca148660a13e22 b/.hypothesis/constants/edca148660a13e22
new file mode 100644
index 0000000000000000000000000000000000000000..7b05b1dbcebaf76bb63b9d8957449f0508be52b3
--- /dev/null
+++ b/.hypothesis/constants/edca148660a13e22
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/analytics/advanced_analytics_service.py
+# hypothesis_version: 6.148.8
+
+[0.8, 0.85, 0.9, 0.92, 87.3, 97.8, 98.1, 99.5, 99.7, 100, 200, 365, 3600, '30d', '@', 'ARCHIVED', 'CLOSED', 'accuracy', 'avgResolutionTime', 'avgResponseTime', 'avg_resolution_time', 'case', 'caseId', 'caseTrends', 'cases', 'confidence', 'count', 'd', 'date', 'description', 'high', 'id', 'increasing', 'insights', 'lastUpdated', 'm', 'medium', 'performanceMetrics', 'predictedCases', 'recommendations', 'relevance', 'resolutionRate', 'resolved', 'resolvedCases', 'riskScore', 'severity', 'stable', 'systemUptime', 'text', 'timestamp', 'title', 'totalCases', 'trend', 'type', 'user', 'w', 'y']
\ No newline at end of file
diff --git a/.hypothesis/constants/f12f5a408b1c7365 b/.hypothesis/constants/f12f5a408b1c7365
new file mode 100644
index 0000000000000000000000000000000000000000..0da34b86dbdc24b5aed719eb8af9207a0a8c0ae0
--- /dev/null
+++ b/.hypothesis/constants/f12f5a408b1c7365
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/models/evidence_transactions.py
+# hypothesis_version: 6.148.8
+
+[100, 255, 500, 1000, 'Case', 'USD', 'cases.id', 'confirmed', 'crypto_transactions', 'evidence', 'executed', 'extend_existing', 'pending', 'trade_transactions', 'transactions', 'users.id']
\ No newline at end of file
diff --git a/.hypothesis/constants/f2796bcfa8e065f7 b/.hypothesis/constants/f2796bcfa8e065f7
new file mode 100644
index 0000000000000000000000000000000000000000..e5b8bb46446f720cec34d9bd9aee0a9d9ed0a971
--- /dev/null
+++ b/.hypothesis/constants/f2796bcfa8e065f7
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/business/standardization_service.py
+# hypothesis_version: 6.148.8
+
+[0.0, ',', 'Unknown', '[^\\d.]', 'customer_name', 'detected_dates', 'file', 'fraud_amount', 'potential_ids']
\ No newline at end of file
diff --git a/.hypothesis/constants/f2ad751b7d5feacf b/.hypothesis/constants/f2ad751b7d5feacf
new file mode 100644
index 0000000000000000000000000000000000000000..4639478f8cd53c0ac22a86f2d9a19dbabdfa7e27
--- /dev/null
+++ b/.hypothesis/constants/f2ad751b7d5feacf
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/monitoring/phase1_monitoring.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.05, 0.1, 0.2, 0.8, 0.9, 0.99, 1.0, 3600.0, 180, 300, 500, 600, 1000, '!=', '<', '<=', '==', '>', '>=', 'API Error Rate', 'High Memory Usage', 'acknowledged', 'active', 'active_alerts', 'alert_rules', 'alerts_by_severity', 'api_error_rate', 'api_response_time', 'auth_attempt', 'auth_failure_rate', 'availability', 'business', 'category', 'critical', 'database', 'db_query_time', 'db_slow_query', 'db_slow_query_rate', 'degraded', 'error', 'healthy', 'id', 'info', 'labels', 'memory_usage', 'memory_usage_high', 'message', 'metadata', 'method', 'metric_value', 'metrics_tracked', 'path', 'performance', 'poor', 'resolved', 'rule_id', 'rule_name', 'security', 'severity', 'silenced', 'status', 'success', 'system', 'system_health', 'timestamp', 'triggered_at', 'uptime_seconds', 'value', 'warning']
\ No newline at end of file
diff --git a/.hypothesis/constants/f315a08dae06776c b/.hypothesis/constants/f315a08dae06776c
new file mode 100644
index 0000000000000000000000000000000000000000..7ee8ca45a7326ef267e397f53eaffe769923f5a9
--- /dev/null
+++ b/.hypothesis/constants/f315a08dae06776c
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/infrastructure/database_scaling.py
+# hypothesis_version: 6.148.8
+
+[0.5, 300, 1000, 1800, '0', '0.2', '0.8', '1', '10', 'AUTO_SCALING_ENABLED', 'DATABASE_SHARD_COUNT', 'DATABASE_SHARD_KEY', 'MAX_DATABASE_SHARDS', 'READ', 'SCALE_DOWN_THRESHOLD', 'SCALE_UP_THRESHOLD', 'SELECT', 'SELECT 1', 'false', 'healthy', 'id', 'is_read_replica', 'key_value', 'operation', 'read', 'replica_status', 'shard_id', 'shard_status', 'status', 'total_replicas', 'total_shards', 'true']
\ No newline at end of file
diff --git a/.hypothesis/constants/f32d8d119b8944dc b/.hypothesis/constants/f32d8d119b8944dc
new file mode 100644
index 0000000000000000000000000000000000000000..2d523a56206fe174da6c5f5c57f2f1db9cc771cc
--- /dev/null
+++ b/.hypothesis/constants/f32d8d119b8944dc
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/infrastructure/alert_intelligence.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.1, 0.2, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1.0, 2.0, 10.0, -1000, -100, 100, 300, 3600, 10000, 'Unknown Alert', 'VERCEL', 'ai:alert_intel:', 'alert_id', 'annotations', 'application', 'auth', 'confidence', 'connection', 'correlated_alerts', 'correlation', 'cpu', 'critical', 'database', 'db', 'description', 'group', 'high', 'id', 'incident_probability', 'info', 'intelligence_stats', 'is_correlated', 'labels', 'last_seen', 'learned_patterns', 'low', 'medium', 'memory', 'network', 'predictions', 'recommended_action', 'redis', 'risk_level', 'root_cause', 'security', 'severity', 'similar_incidents', 'source', 'system', 'timestamp', 'title', 'unknown']
\ No newline at end of file
diff --git a/.hypothesis/constants/f6c8322f0f0e73ad b/.hypothesis/constants/f6c8322f0f0e73ad
new file mode 100644
index 0000000000000000000000000000000000000000..263bd55495e039c866e8434fd153f2b6a56d6f1b
--- /dev/null
+++ b/.hypothesis/constants/f6c8322f0f0e73ad
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/ai/intelligence_methods/plugin_intelligence.py
+# hypothesis_version: 6.148.8
+
+['critical', 'error', 'finding', 'findings', 'high', 'key_findings', 'low', 'medium', 'metadata', 'plugin_insights', 'plugins_executed', 'risk_score', 'severity', 'source', 'status', 'success', 'successful_plugins']
\ No newline at end of file
diff --git a/.hypothesis/constants/f6fb9b2e4643aa13 b/.hypothesis/constants/f6fb9b2e4643aa13
new file mode 100644
index 0000000000000000000000000000000000000000..58844a90e43493c6f172582378173e05796c4f72
--- /dev/null
+++ b/.hypothesis/constants/f6fb9b2e4643aa13
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/infrastructure/storage/database_service.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.1, 5.0, 10.0, 15.0, 100, 180, 300, 600, 1000, 3600, 'Case soft-deleted', 'Case updated', 'FilterParams', 'PaginationParams', 'SAR', 'SELECT 1', 'SELECT 1 as test', 'System', 'Unknown Case', '_', '__table__', 'accessible', 'action', 'active', 'activities', 'add', 'admin', 'assigned_at', 'assigned_by', 'assigneeId', 'assignee_id', 'bind', 'case', 'case_analytics', 'case_data', 'case_details', 'case_id', 'case_title', 'case_type', 'cases', 'cases_by_priority', 'cases_by_status', 'cases_paginated', 'changes', 'checked_out', 'checkedout', 'checks', 'circuit_breaker', 'closed', 'closed_cases', 'closure_rate', 'commit', 'connection_pool', 'connectivity', 'count', 'created', 'created_by', 'dashboard_stats', 'database', 'database_connection', 'database_create_case', 'database_service.py', 'date_from', 'date_to', 'db_service', 'default', 'degraded', 'deleted', 'department', 'desc', 'details', 'error', 'escalated', 'evidence', 'execution_time', 'file', 'filters', 'get_cases_paginated', 'healthy', 'high_priority', 'id', 'invalid', 'is_flagged', 'items', 'notes', 'old_values', 'open_cases', 'overflow', 'page', 'per_page', 'performance', 'pool_size', 'project_id', 'query', 'query_result', 'query_time_ms', 'reason', 'response_time_ms', 'risk_level', 'role', 'search', 'service', 'size', 'state', 'status', 'status_changed', 'submitted', 'system', 'threshold_ms', 'timestamp', 'total', 'total_cases', 'total_count', 'total_pages', 'transactions', 'unhealthy', 'unknown', 'updated', 'updated_by', 'user', 'user_context', 'users']
\ No newline at end of file
diff --git a/.hypothesis/constants/f71aeba84d1fad78 b/.hypothesis/constants/f71aeba84d1fad78
new file mode 100644
index 0000000000000000000000000000000000000000..22163c93ae7a66e885b9746e1cba5a98b563d5a0
--- /dev/null
+++ b/.hypothesis/constants/f71aeba84d1fad78
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/infrastructure/__init__.py
+# hypothesis_version: 6.148.8
+
+['APMService', 'ApprovalService', 'AuthService', 'CircuitBreaker', 'EventBus', 'HealthCheckService', 'MultiLayerCache', 'PerformanceMonitor', 'RBACService', 'SecretsManager', 'apm_service', 'approval_service', 'auth_service', 'cache_manager']
\ No newline at end of file
diff --git a/.hypothesis/constants/f84127e6a126578e b/.hypothesis/constants/f84127e6a126578e
new file mode 100644
index 0000000000000000000000000000000000000000..b0fd8f16e2e87956226bcacd03961741e892839c
--- /dev/null
+++ b/.hypothesis/constants/f84127e6a126578e
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/infrastructure/error_handler.py
+# hypothesis_version: 6.148.8
+
+['429', 'API_GENERIC_ERROR', 'API_RATE_LIMIT', 'API_TIMEOUT', 'AUTHZ_FAILED', 'AUTH_FAILED', 'DB_CONNECTION_ERROR', 'DB_CONSTRAINT_ERROR', 'DB_GENERIC_ERROR', 'Service error', 'VALIDATION_ERROR', 'authentication', 'authorization', 'business_logic', 'category', 'connection', 'constraint', 'critical', 'database', 'details', 'error_code', 'external_api', 'high', 'infrastructure', 'integrity', 'low', 'medium', 'message', 'original_error', 'rate limit', 'retryable', 'severity', 'timeout', 'unknown', 'validation']
\ No newline at end of file
diff --git a/.hypothesis/constants/f85771c854dd51bd b/.hypothesis/constants/f85771c854dd51bd
new file mode 100644
index 0000000000000000000000000000000000000000..37ef4f5beb6ea386b7d4f0576dea494cd08bf375
--- /dev/null
+++ b/.hypothesis/constants/f85771c854dd51bd
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/api_models.py
+# hypothesis_version: 6.148.8
+
+[500, 'An error occurred', 'PaginationResponse', 'api_error', 'asc', 'detail', 'details', 'error', 'method', 'path', 'request_id', 'status_code', 'timestamp', 'type']
\ No newline at end of file
diff --git a/.hypothesis/constants/f8c612ca19dae4f0 b/.hypothesis/constants/f8c612ca19dae4f0
new file mode 100644
index 0000000000000000000000000000000000000000..a7d14d3f13d9d17ad8f6cb7e6342cf39cd50d456
--- /dev/null
+++ b/.hypothesis/constants/f8c612ca19dae4f0
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/routers/ai_analytics.py
+# hypothesis_version: 6.148.8
+
+[0.1, 0.2, 0.5, 365, 403, 404, 500, 1000, '/ai-analytics', '/ai/ensemble', '/ai/predict', '/analytics/forecast', '/analytics/insights', '/analytics/query', '/health', '/ml/models', '/ml/train', '/models/upload', '7d', 'AI prediction failed', 'Aggregation method', 'Entity type filter', 'Filter by model type', 'Filter by status', 'Model ID', 'Model ID to check', 'Model listing failed', 'Model parameters', 'Model upload failed', 'Not found', 'Query parameters', 'Time range', 'Type of insights', 'admin', 'ai-analytics', 'confidence_score', 'count', 'data_scientist', 'description', 'estimated_completion', 'generated_at', 'healthy', 'insights', 'metrics', 'ml_engineer', 'model_id', 'model_type', 'model_version', 'models', 'prediction', 'service', 'status', 'super_admin', 'time_range', 'timestamp', 'training_job_id', 'type', 'weighted']
\ No newline at end of file
diff --git a/.hypothesis/constants/fa593cc7a88dab89 b/.hypothesis/constants/fa593cc7a88dab89
new file mode 100644
index 0000000000000000000000000000000000000000..a5bf12c712d4e41251000113d3782497dd843296
--- /dev/null
+++ b/.hypothesis/constants/fa593cc7a88dab89
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/infrastructure/event_driven_architecture.py
+# hypothesis_version: 6.148.8
+
+[0.1, 0.3, 0.5, 100, 500, 1000, 10000, '$', '123', 'Event bus stopped', 'VERCEL', 'active', 'active_sagas', 'active_subscriptions', 'analyst@example.com', 'analyze_fraud', 'api.called', 'assign_case', 'assigned_to', 'auth.failed', 'auth.success', 'case.assigned', 'case.closed', 'case.created', 'case.updated', 'case_id', 'case_processing', 'case_service', 'checked_at', 'compensations', 'completed', 'completed_at', 'completed_sagas', 'correlation_id', 'critical', 'current_step', 'data', 'data.created', 'data.deleted', 'data.updated', 'error', 'error_count', 'event_counts_by_type', 'executed_at', 'external.integration', 'failed', 'failed_at', 'failed_sagas', 'fraud_score', 'function', 'health', 'health.check', 'health_percentage', 'health_status', 'healthy', 'healthy_services', 'high', 'id', 'is_running', 'last_check', 'low', 'name', 'normal', 'payload', 'permission.changed', 'priority', 'redis', 'registered_at', 'response_time', 'result', 'saga_id', 'saga_manager', 'saga_type', 'service.started', 'service.stopped', 'service_info', 'service_name', 'service_registry', 'source', 'started', 'started_at', 'status', 'step', 'steps', 'timestamp', 'total_sagas', 'total_services', 'type', 'unhealthy', 'unhealthy_services', 'unknown', 'validate_case', 'validated', 'webhook.delivered', 'zenith:events:stream', '{}']
\ No newline at end of file
diff --git a/.hypothesis/constants/fcf6afafffa21e14 b/.hypothesis/constants/fcf6afafffa21e14
new file mode 100644
index 0000000000000000000000000000000000000000..6e468b1b12461654e9cd9cc489636095e4775a8b
--- /dev/null
+++ b/.hypothesis/constants/fcf6afafffa21e14
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/infrastructure/health_service.py
+# hypothesis_version: 6.148.8
+
+[0.05, 0.1, 0.25, 0.5, 2.0, 5.0, 85.0, 90.0, 100, 1000, 1024, 10000, '/', 'Cache system ready', 'Core features only', 'DistributedTracer', 'Emergency mode', 'HealthCheckResult', 'HealthCheckService', 'HealthCheckType', 'HealthStatus', 'SELECT 1', 'Unknown', 'active', 'active_cases', 'all', 'attributes', 'auth', 'available_levels', 'avg_response_time', 'avg_span_duration', 'cache', 'cache_health', 'cache_readiness', 'cases', 'check_details', 'check_name', 'checks_analyzed', 'completed', 'cpu_percent', 'cpu_threshold', 'current_level', 'database', 'database_health', 'database_readiness', 'deep', 'deep_health', 'degraded', 'degraded_checks', 'dependencies', 'dependency', 'dependency_health', 'description', 'details', 'disk_percent', 'distributed_tracer', 'duration', 'emergency', 'enabled_features', 'end_time', 'error', 'events', 'evidence', 'external_apis', 'failed', 'failed_checks', 'file', 'full', 'health', 'health_check_service', 'health_service.py', 'healthy', 'healthy_checks', 'hit_rate', 'last_check', 'liveness', 'max_response_time', 'max_span_duration', 'memory_percent', 'memory_threshold', 'memory_total_gb', 'memory_usage', 'memory_used_gb', 'message', 'minimal', 'name', 'note', 'parent_span_id', 'passed_checks', 'performance_metrics', 'pool_status', 'readiness', 'recent_transactions', 'response_time', 'root_span_id', 'span_id', 'spans', 'start_time', 'status', 'system_resources', 'tags', 'test', 'test_value', 'threshold', 'timestamp', 'total_checks', 'total_duration', 'total_spans', 'trace_id', 'unhealthy', 'unhealthy_checks', 'unknown', 'uptime', 'value']
\ No newline at end of file
diff --git a/.hypothesis/constants/fd43d33dc8032984 b/.hypothesis/constants/fd43d33dc8032984
new file mode 100644
index 0000000000000000000000000000000000000000..a708d47acd7f600c1739b503a937e9aa2a9bd933
--- /dev/null
+++ b/.hypothesis/constants/fd43d33dc8032984
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/cqrs/base.py
+# hypothesis_version: 6.148.8
+
+['T']
\ No newline at end of file
diff --git a/.hypothesis/constants/fe2d51e456d145bb b/.hypothesis/constants/fe2d51e456d145bb
new file mode 100644
index 0000000000000000000000000000000000000000..c8784870db1b3f9fe2098c13ef921c28e33e6429
--- /dev/null
+++ b/.hypothesis/constants/fe2d51e456d145bb
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/database.py
+# hypothesis_version: 6.148.8
+
+['ADMIN', 'ANALYST', 'AUDITOR', 'EXACT', 'FUZZY', 'INVESTIGATOR', 'MANAGER', 'MANUAL', 'REJECTED', 'TESTING', 'VIEWER', 'account_takeover', 'aml_investigation', 'archived', 'closed', 'closed_approved', 'closed_denied', 'closed_no_action', 'compliance_review', 'critical', 'escalated', 'fraud_detection', 'fraud_suspected', 'high', 'identity_theft', 'investigating', 'low', 'medium', 'money_laundering', 'network_analysis', 'open', 'true', 'under_review']
\ No newline at end of file
diff --git a/.hypothesis/constants/fe5219362c8c36d5 b/.hypothesis/constants/fe5219362c8c36d5
new file mode 100644
index 0000000000000000000000000000000000000000..85f2847e973c8339c0c9beb9233e858613854f46
--- /dev/null
+++ b/.hypothesis/constants/fe5219362c8c36d5
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/infrastructure/business_alerting_service.py
+# hypothesis_version: 6.148.8
+
+[-1.0, -0.5, 0.0, 0.1, 0.5, 1.0, 3.0, 5.0, 10.0, 20.0, 50.0, 100.0, 100, 120, 200, 201, 1000, 3600, '#0dcaf0', '#439FE0', '#6c757d', '#dc3545', '#fd7e14', '#ffc107', '#zenith-alerts', ',', ', ', '0076d7', '0dcaf0', '587', ':warning:', '@context', '@type', 'ALERT_FROM_EMAIL', 'Anomaly Score', 'Content-Type', 'Current Value', 'From', 'High API Error Rate', 'High Case Backlog', 'Login Failure Spike', 'MessageCard', 'Metric', 'N/A', 'OpenUri', 'SLACK_ALERT_CHANNEL', 'SLACK_BOT_USERNAME', 'SLACK_WEBHOOK_URL', 'SMS_ALERT_RECIPIENTS', 'SMTP_PASSWORD', 'SMTP_PORT', 'SMTP_SERVER', 'SMTP_USERNAME', 'Severity', 'Status', 'Subject', 'TEAMS_WEBHOOK_URL', 'TWILIO_ACCOUNT_SID', 'TWILIO_AUTH_TOKEN', 'TWILIO_FROM_NUMBER', 'Threshold', 'Time', 'To', 'Trend Score', 'View Dashboard', 'Zenith Alert Bot', 'above', 'account_sid', 'acknowledged', 'acknowledged_alerts', 'active', 'active_alerts', 'active_by_severity', 'alert_id', 'alternative', 'anomaly', 'api', 'api_error_rate_high', 'api_errors', 'application/json', 'attachments', 'auth_token', 'below', 'business', 'capacity', 'case_backlog_high', 'category', 'channel', 'color', 'condition', 'cooldown_minutes', 'critical', 'current_value', 'd63384', 'danger', 'dashboard', 'default', 'email', 'enabled', 'escalated', 'facts', 'fd7e14', 'ffc107', 'fields', 'footer', 'fraud', 'fraud_detections', 'fraud_rate_high', 'from_email', 'from_number', 'generated_at', 'good', 'growth', 'high', 'html', 'icon_emoji', 'last_triggered', 'login_failure_spike', 'login_failures', 'low', 'medium', 'metric_name', 'name', 'open_cases', 'operations', 'os', 'password', 'plain', 'potentialAction', 'provider', 'rate', 'real_time_updates', 'recipients', 'reliability', 'resolved', 'resolved_alerts', 'revenue', 'rule_id', 'sections', 'security', 'short', 'slack', 'sms', 'smtp.gmail.com', 'smtp_port', 'smtp_server', 'targets', 'teams', 'text', 'themeColor', 'threat', 'threshold', 'timestamp', 'title', 'total_alerts', 'trend', 'true', 'ts', 'twilio', 'type', 'uri', 'user_activity', 'user_registrations', 'username', 'value', 'warning', 'webhook_url', 'ℹ️', '⚠️', '🔔', '🚨']
\ No newline at end of file
diff --git a/.hypothesis/constants/fe680369bb93cffe b/.hypothesis/constants/fe680369bb93cffe
new file mode 100644
index 0000000000000000000000000000000000000000..0ac2f0e266ab6aa33988d40d20a27c141b95f29d
--- /dev/null
+++ b/.hypothesis/constants/fe680369bb93cffe
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/infrastructure/cache_service.py
+# hypothesis_version: 6.148.8
+
+[0.0, 0.5, 2.0, 100, 300, 1000, 1800, 2000, 3600, 6379, '*', 'N/A', 'analytics:', 'args', 'auth:', 'available', 'avg_query_time_saved', 'cache_configuration', 'cache_hit_rate', 'cache_invalidations', 'cache_requests_total', 'cache_service.py', 'cache_statistics', 'case:', 'case:*', 'case:list', 'case:stats', 'connected_clients', 'dashboard:*', 'db_size', 'default_ttl', 'deletes', 'entries', 'error', 'evictions', 'file', 'function', 'hit', 'hit_rate', 'hits', 'kwargs', 'l1', 'l1_cache', 'l2', 'l2_cache', 'l3', 'l3_cache', 'layer', 'localhost', 'max_entries', 'memory_used', 'metrics', 'miss', 'misses', 'primary_db_hits', 'query_cache', 'query_hits', 'query_misses', 'read_replica_hits', 'reason', 'replica_count', 'serialization_failed', 'sets', 'stats:', 'status', 'total_requests', 'total_size_bytes', 'transaction:', 'transaction:*', 'transaction:list', 'used_memory_human', 'user:', 'user:*', 'user:list', 'user:stats', 'utf-8', 'utilization']
\ No newline at end of file
diff --git a/.hypothesis/constants/feb2b27119178724 b/.hypothesis/constants/feb2b27119178724
new file mode 100644
index 0000000000000000000000000000000000000000..a35299191d54754342494f7a6bd773698842d36d
--- /dev/null
+++ b/.hypothesis/constants/feb2b27119178724
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/core/config.py
+# hypothesis_version: 6.148.8
+
+[50.0, 75.0, 90.0, 1000, 1024, 3600, '.env', '/api/v1', 'ENVIRONMENT', 'RS', 'RS256', 'TLSv1.2', 'change', 'dev', 'development', 'dummy', 'hardcoded', 'ignore', 'local_minilm', 'placeholder', 'prod', 'production', 'secret', 'simulation', 'utf-8']
\ No newline at end of file
diff --git a/.hypothesis/constants/ff1089efcdeafde7 b/.hypothesis/constants/ff1089efcdeafde7
new file mode 100644
index 0000000000000000000000000000000000000000..314ea5f9e057ad505170dbf81f94741bc537b3d4
--- /dev/null
+++ b/.hypothesis/constants/ff1089efcdeafde7
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/middleware/rate_limit.py
+# hypothesis_version: 6.148.8
+
+[100, 300, 429, 1000, 5000, '0', '1', '127.0.0.1', '60', '::1', 'Authorization', 'Bearer ', 'ENVIRONMENT', 'Retry-After', 'X-RateLimit-Limit', 'X-RateLimit-Reset', 'admin', 'development', 'file', 'localhost', 'premium', 'rate_limit.py', 'role', 'sub', 'unknown', 'user']
\ No newline at end of file
diff --git a/.hypothesis/constants/ff3d45c2a6a0c939 b/.hypothesis/constants/ff3d45c2a6a0c939
new file mode 100644
index 0000000000000000000000000000000000000000..994adc56203247523f9cf82a91c29ae2fcb51e6d
--- /dev/null
+++ b/.hypothesis/constants/ff3d45c2a6a0c939
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/services/infrastructure/proactive_monitoring.py
+# hypothesis_version: 6.148.8
+
+[0.005, 99.9, 99.95, 99.99, -100, 100, 120, 300, 600, 1800, 3000, '24h', '99.99%', 'acknowledged', 'active', 'active_alerts', 'alert_details', 'alert_id', 'alert_type', 'alerting_active', 'anomaly_thresholds', 'circuit_breaker_open', 'components', 'cpu_usage', 'created_at', 'critical', 'current_uptime', 'database', 'degraded', 'details', 'error', 'error_rate', 'health_critical', 'health_result', 'healthy', 'id', 'info', 'issue', 'last_check', 'memory_usage', 'message', 'metric', 'metric_anomaly', 'monitoring_active', 'monitoring_failure', 'notification_sent', 'open', 'resolved', 'response_time', 'response_time_ms', 'response_time_p95', 'severity', 'state', 'status', 'system_resources', 'target_uptime', 'threshold', 'time_window', 'total_alerts', 'tracked_metrics', 'type', 'unhealthy', 'updated_at', 'uptime_degradation', 'uptime_target', 'uptime_warning', 'value', 'warning']
\ No newline at end of file
diff --git a/.hypothesis/constants/ffb414c18bb47368 b/.hypothesis/constants/ffb414c18bb47368
new file mode 100644
index 0000000000000000000000000000000000000000..47d6a9131207fb32b95f5e174cd14b54ac9b6953
--- /dev/null
+++ b/.hypothesis/constants/ffb414c18bb47368
@@ -0,0 +1,4 @@
+# file: /Users/Arief/Desktop/378x492/backend/app/models/bulk_operation.py
+# hypothesis_version: 6.148.8
+
+['bulk_operations', 'pending', 'users.id']
\ No newline at end of file
diff --git a/.python-version b/.python-version
new file mode 100644
index 0000000000000000000000000000000000000000..763b6264244186a8b3a41b853b9ecff7a1a49948
--- /dev/null
+++ b/.python-version
@@ -0,0 +1 @@
+3.12.12
diff --git a/Dockerfile b/Dockerfile
index 4f374754ea0620dea0857efbc5c24c6fc2ca3711..4732cdbc7c6024f4d4cc5a1bf4cfd862eb48a308 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -15,9 +15,6 @@ WORKDIR /app
 # build-essential: for compiling some python deps
 RUN apt-get update && apt-get install -y \
     build-essential \
-    libgl1 \
-    libglib2.0-0 \
-    tesseract-ocr \
     && rm -rf /var/lib/apt/lists/*
 
 # Install Python dependencies
@@ -28,5 +25,4 @@ RUN pip install --no-cache-dir -r requirements.txt
 COPY . .
 
 # Run the application
-# Run robust database initialization and then the application
-CMD ["sh", "-c", "python scripts/init_production_db.py && uvicorn main:app --host 0.0.0.0 --port ${PORT:-7860}"]
+CMD ["sh", "-c", "uvicorn main:app --host 0.0.0.0 --port ${PORT:-7860}"]
diff --git a/README.md b/README.md
index ce0e492f05049d4bc94ee0f4145c6e5454cf94fc..e7feb5b81550f33f9f4ecd6233890d09105d86f8 100644
--- a/README.md
+++ b/README.md
@@ -4,6 +4,7 @@ emoji: 🚀
 colorFrom: blue
 colorTo: red
 sdk: docker
+app_port: 7860
 pinned: false
 ---
 
diff --git a/app/routers/diagnostics.py b/app/routers/diagnostics.py
index fd21f2f23379c98a0cbb5e9e6e44a61059aed328..d6582aa09a4d99c1c97e74e8f068a498d2ff72a0 100644
--- a/app/routers/diagnostics.py
+++ b/app/routers/diagnostics.py
@@ -1,394 +1,364 @@
-import logging
-from typing import Any
-
-from fastapi import APIRouter, Depends, HTTPException
+#!/usr/bin/env python3
+"""
+Simple Diagnostics API Router
+Lightweight diagnostics for system health, performance, and security
+"""
 
-from app.services.core.implementation_pipeline_service import pipeline_service
-from app.services.core.investigation_workflow_service import investigation_service
-from app.services.core.orchestration_notification_service import (
-    orchestration_notification_service,
-)
-from app.services.core.sync_protocol_service import sync_protocol_service
-from app.services.infrastructure.auth_service import auth_service
-from app.services.scoring.automated_scoring_system import scoring_system
-from app.services.workflow.comprehensive_diagnostic_orchestrator import DiagnosticOrchestrator as DiagnosticService
+import logging
+from datetime import datetime, timedelta
+from typing import Any, Dict, Optional
+
+from fastapi import APIRouter, Depends, HTTPException, Query, BackgroundTasks
+from fastapi.responses import JSONResponse
+
+# Import our simplified diagnostics
+import sys
+import os
+
+sys.path.append(os.path.dirname(os.path.dirname(os.path.dirname(__file__))))
+
+try:
+    from simple_diagnostics import (
+        get_system_health,
+        get_performance_metrics,
+        get_security_status,
+        get_ml_model_status,
+        get_comprehensive_status,
+        start_diagnostics,
+        stop_diagnostics,
+        get_alerts,
+        add_alert,
+    )
+except ImportError:
+    # Fallback if simple_diagnostics is not in the expected location
+    from simple_diagnostics import (
+        get_system_health,
+        get_performance_metrics,
+        get_security_status,
+        get_ml_model_status,
+        get_comprehensive_status,
+        start_diagnostics,
+        stop_diagnostics,
+        get_alerts,
+        add_alert,
+    )
+
+router = APIRouter(prefix="/diagnostics", tags=["Diagnostics"])
 
 logger = logging.getLogger(__name__)
 
-# Use instance method for dependency
-get_current_user = auth_service.get_current_user
-
-router = APIRouter(prefix="/diagnostics", tags=["diagnostics"])
-
-
-@router.get("/health")
-async def get_system_health(current_user=Depends(get_current_user)):
-    """
-    Get comprehensive system health diagnostics.
-    """
-    diagnostic_service = DiagnosticService()
-    try:
-        health_report = await diagnostic_service.run_comprehensive_diagnostics()
-        return health_report
-    except Exception as e:
-        logger.error(f"Diagnostic service error: {e}")
-        raise HTTPException(status_code=500, detail="Diagnostic service unavailable")
-
 
-@router.get("/ai-ml-performance")
-async def get_ai_ml_diagnostics(current_user=Depends(get_current_user)):
-    """
-    Get AI/ML performance diagnostics.
-    """
-    diagnostic_service = DiagnosticService()
-    try:
-        return await diagnostic_service.diagnose_ai_ml_performance()
-    except Exception as e:
-        logger.error(f"AI/ML diagnostics error: {e}")
-        raise HTTPException(status_code=500, detail="AI/ML diagnostics unavailable")
-
-
-@router.get("/data-quality")
-async def get_data_quality_diagnostics(current_user=Depends(get_current_user)):
-    """
-    Get data quality diagnostics.
-    """
-    diagnostic_service = DiagnosticService()
-    try:
-        return await diagnostic_service.diagnose_data_quality()
-    except Exception as e:
-        logger.error(f"Data quality diagnostics error: {e}")
-        raise HTTPException(status_code=500, detail="Data quality diagnostics unavailable")
-
-
-@router.get("/user-experience")
-async def get_user_experience_diagnostics(current_user=Depends(get_current_user)):
-    """
-    Get user experience diagnostics.
-    """
-    diagnostic_service = DiagnosticService()
-    try:
-        return await diagnostic_service.diagnose_user_experience()
-    except Exception as e:
-        logger.error(f"User experience diagnostics error: {e}")
-        raise HTTPException(status_code=500, detail="User experience diagnostics unavailable")
-
-
-@router.get("/scalability")
-async def get_scalability_diagnostics(current_user=Depends(get_current_user)):
-    """
-    Get scalability diagnostics.
-    """
-    diagnostic_service = DiagnosticService()
-    try:
-        return await diagnostic_service.diagnose_scalability()
-    except Exception as e:
-        logger.error(f"Scalability diagnostics error: {e}")
-        raise HTTPException(status_code=500, detail="Scalability diagnostics unavailable")
-
-
-@router.get("/compliance")
-async def get_compliance_diagnostics(current_user=Depends(get_current_user)):
-    """
-    Get compliance diagnostics.
-    """
-    diagnostic_service = DiagnosticService()
+@router.get(
+    "/comprehensive",
+    summary="Run Comprehensive Diagnostics",
+    description="Execute complete 360-degree system analysis including health, performance, security, and ML model analysis",
+    responses={
+        200: {
+            "description": "Comprehensive diagnostics report",
+            "content": {
+                "application/json": {
+                    "example": {
+                        "success": True,
+                        "data": {
+                            "overall_status": "healthy",
+                            "overall_score": 85.5,
+                            "timestamp": "2025-01-09T15:00:00Z",
+                        },
+                        "message": "Comprehensive diagnostics completed successfully",
+                    }
+                }
+            },
+        },
+        500: {"description": "Diagnostics execution failed"},
+    },
+)
+async def run_comprehensive_diagnostics() -> Dict[str, Any]:
+    """Run comprehensive diagnostics analysis"""
     try:
-        return await diagnostic_service.diagnose_compliance()
-    except Exception as e:
-        logger.error(f"Compliance diagnostics error: {e}")
-        raise HTTPException(status_code=500, detail="Compliance diagnostics unavailable")
+        report = await get_comprehensive_status()
 
+        return {"success": True, "data": report, "message": "Comprehensive diagnostics completed successfully"}
 
-@router.get("/integration-health")
-async def get_integration_health_diagnostics(current_user=Depends(get_current_user)):
-    """
-    Get integration health diagnostics.
-    """
-    diagnostic_service = DiagnosticService()
-    try:
-        return await diagnostic_service.diagnose_integration_health()
     except Exception as e:
-        logger.error(f"Integration health diagnostics error: {e}")
-        raise HTTPException(status_code=500, detail="Integration health diagnostics unavailable")
-
-
-@router.get("/business-impact")
-async def get_business_impact_diagnostics(current_user=Depends(get_current_user)):
-    """
-    Get business impact diagnostics.
-    """
-    diagnostic_service = DiagnosticService()
+        logger.error(f"Comprehensive diagnostics failed: {e}")
+        raise HTTPException(status_code=500, detail=f"Diagnostics execution failed: {str(e)}")
+
+
+@router.get(
+    "/summary",
+    summary="Get Diagnostic Summary",
+    description="Get current diagnostic summary and system status overview",
+    responses={
+        200: {
+            "description": "Diagnostic summary dashboard",
+            "content": {
+                "application/json": {
+                    "example": {
+                        "success": True,
+                        "data": {
+                            "timestamp": "2025-01-09T15:00:00Z",
+                            "overall_status": "healthy",
+                            "overall_score": 92.3,
+                        },
+                        "message": "Diagnostic summary retrieved successfully",
+                    }
+                }
+            },
+        }
+    },
+)
+async def get_diagnostic_summary() -> Dict[str, Any]:
+    """Get current diagnostic summary"""
     try:
-        return await diagnostic_service.diagnose_business_impact()
-    except Exception as e:
-        logger.error(f"Business impact diagnostics error: {e}")
-        raise HTTPException(status_code=500, detail="Business impact diagnostics unavailable")
-
+        summary = await get_comprehensive_status()
+        return {"success": True, "data": summary, "message": "Diagnostic summary retrieved successfully"}
 
-@router.post("/scoring/run")
-async def run_scoring_cycle(current_user=Depends(get_current_user)):
-    """
-    Manually trigger a scoring cycle.
-    """
-    try:
-        result = await scoring_system.run_scoring_cycle()
-        return result
     except Exception as e:
-        logger.error(f"Scoring cycle error: {e}")
-        raise HTTPException(status_code=500, detail="Scoring cycle failed")
-
-
-@router.get("/scoring/history")
-async def get_scoring_history(days_back: int = 30, current_user=Depends(get_current_user)):
-    """
-    Get historical scoring data.
-    """
-    try:
-        history = await scoring_system.get_scoring_history(days_back)
-        return history
-    except Exception as e:
-        logger.error(f"Scoring history error: {e}")
-        raise HTTPException(status_code=500, detail="Failed to retrieve scoring history")
-
-
-@router.get("/scoring/current")
-async def get_current_scoring(current_user=Depends(get_current_user)):
-    """
-    Get current scoring status and latest results.
-    """
+        logger.error(f"Failed to get diagnostic summary: {e}")
+        raise HTTPException(status_code=500, detail=f"Failed to get diagnostic summary: {str(e)}")
+
+
+@router.get(
+    "/health",
+    summary="System Health Check",
+    description="Quick system health status for monitoring tools",
+    responses={
+        200: {
+            "description": "System health status",
+            "content": {
+                "application/json": {
+                    "success": True,
+                    "data": {
+                        "status": "healthy",
+                        "timestamp": "2025-01-09T15:00:00Z",
+                        "score": 95.5,
+                        "uptime_hours": 48.2,
+                        "service": "diagnostics_api",
+                    },
+                }
+            },
+        }
+    },
+)
+async def health_check() -> Dict[str, Any]:
+    """Quick health check for monitoring systems"""
     try:
-        # Run a fresh scoring cycle
-        result = await scoring_system.run_scoring_cycle()
-        return result
-    except Exception as e:
-        logger.error(f"Current scoring error: {e}")
-        raise HTTPException(status_code=500, detail="Failed to get current scoring")
-
+        from simple_diagnostics import simple_diagnostics
 
-@router.get("/sync/status")
-async def get_sync_status(current_user=Depends(get_current_user)):
-    """
-    Get synchronization status across all protocols.
-    """
-    try:
-        status = await sync_protocol_service.check_sync_status()
-        return status
-    except Exception as e:
-        logger.error(f"Sync status error: {e}")
-        raise HTTPException(status_code=500, detail="Failed to get sync status")
+        health_data = await get_system_health()
+        uptime_hours = (datetime.utcnow() - simple_diagnostics.start_time).total_seconds() / 3600
 
+        return {
+            "success": True,
+            "data": {
+                "status": "healthy",
+                "timestamp": datetime.utcnow().isoformat(),
+                "score": health_data.get("cpu", {}).get("usage_percent", 0),
+                "uptime_hours": uptime_hours,
+                "service": "diagnostics_api",
+                "health": health_data,
+            },
+        }
 
-@router.post("/sync/trigger/{protocol_name}/{action}")
-async def trigger_sync_action(protocol_name: str, action: str, current_user=Depends(get_current_user)):
-    """
-    Trigger a synchronization action.
-    """
-    try:
-        result = await sync_protocol_service.trigger_sync_action(protocol_name, action)
-        return result
     except Exception as e:
-        logger.error(f"Sync action error: {e}")
-        raise HTTPException(status_code=500, detail="Failed to trigger sync action")
+        return {
+            "success": False,
+            "data": {
+                "status": "error",
+                "timestamp": datetime.now().isoformat(),
+                "score": 0,
+                "uptime_hours": 0,
+                "service": "diagnostics_api",
+                "error": str(e),
+            },
+        }
 
 
-@router.get("/sync/history")
-async def get_sync_history(limit: int = 50, current_user=Depends(get_current_user)):
-    """
-    Get synchronization history.
-    """
+@router.get(
+    "/alerts",
+    summary="Get Recent Alerts",
+    description="Get recent diagnostic alerts with filtering options",
+    responses={
+        200: {
+            "description": "List of recent alerts",
+            "content": {
+                "application/json": {
+                    "example": {
+                        "success": True,
+                        "data": {
+                            "alerts": [...],
+                            "total": 25,
+                            "summary": {"critical": 1, "high": 3, "medium": 8, "low": 13},
+                        },
+                        "message": "Alerts retrieved successfully",
+                    }
+                }
+            },
+        }
+    },
+)
+async def get_recent_alerts(
+    severity: Optional[str] = Query(None, description="Filter by severity (critical, high, medium, low)"),
+    component: Optional[str] = Query(None, description="Filter by component (system, performance, security, ml)"),
+    limit: int = Query(50, description="Maximum number of alerts to return", ge=1, le=500),
+) -> Dict[str, Any]:
+    """Get recent diagnostic alerts"""
     try:
-        history = sync_protocol_service.get_sync_history(limit)
-        return {"history": history}
-    except Exception as e:
-        logger.error(f"Sync history error: {e}")
-        raise HTTPException(status_code=500, detail="Failed to get sync history")
+        alerts = get_alerts(limit)
 
+        # Apply filters
+        if severity:
+            alerts = [alert for alert in alerts if alert.get("severity") == severity]
 
-@router.post("/investigation/check-triggers")
-async def check_investigation_triggers(current_user=Depends(get_current_user)):
-    """
-    Check investigation triggers against current diagnostics.
-    """
-    try:
-        # Get current diagnostics
-        diagnostics = await DiagnosticService().run_comprehensive_diagnostics()
+        if component:
+            alerts = [alert for alert in alerts if alert.get("component") == component]
 
-        # Check triggers
-        triggered = await investigation_service.check_triggers(diagnostics)
+        # Limit results
+        alerts = alerts[:limit]
 
-        # Start investigations for triggered items
-        started_investigations = []
-        for trigger in triggered:
-            investigation_id = await investigation_service.start_investigation(trigger)
-            started_investigations.append({"investigation_id": investigation_id, "trigger": trigger})
+        # Calculate summary
+        alert_summary = {
+            "total": len(alerts),
+            "critical": sum(1 for alert in alerts if alert.get("severity") == "critical"),
+            "high": sum(1 for alert in alerts if alert.get("severity") == "high"),
+            "warning": sum(1 for alert in alerts if alert.get("severity") == "warning"),
+            "info": sum(1 for alert in alerts if alert.get("severity") == "info"),
+        }
 
         return {
-            "triggers_checked": len(triggered),
-            "investigations_started": started_investigations,
+            "success": True,
+            "data": {
+                "alerts": alerts,
+                "summary": alert_summary,
+                "filters_applied": {"severity": severity, "component": component, "limit": limit},
+            },
+            "message": "Alerts retrieved successfully",
         }
-    except Exception as e:
-        logger.error(f"Investigation trigger check error: {e}")
-        raise HTTPException(status_code=500, detail="Failed to check investigation triggers")
-
 
-@router.get("/investigation/active")
-async def get_active_investigations(current_user=Depends(get_current_user)):
-    """
-    Get all active investigations.
-    """
-    try:
-        active = investigation_service.get_active_investigations()
-        return {"active_investigations": active}
     except Exception as e:
-        logger.error(f"Active investigations error: {e}")
-        raise HTTPException(status_code=500, detail="Failed to get active investigations")
+        logger.error(f"Failed to get alerts: {e}")
+        raise HTTPException(status_code=500, detail=f"Failed to get alerts: {str(e)}")
 
 
-@router.get("/investigation/{investigation_id}")
-async def get_investigation_status(investigation_id: str, current_user=Depends(get_current_user)):
-    """
-    Get status of a specific investigation.
-    """
+@router.get("/system-health")
+async def system_health_endpoint():
+    """Get system health metrics"""
     try:
-        status = await investigation_service.get_investigation_status(investigation_id)
-        if status is None:
-            raise HTTPException(status_code=404, detail="Investigation not found")
-
-        return status
-    except HTTPException:
-        raise
+        health_data = await get_system_health()
+        return {"success": True, "data": health_data, "message": "System health retrieved successfully"}
     except Exception as e:
-        logger.error(f"Investigation status error: {e}")
-        raise HTTPException(status_code=500, detail="Failed to get investigation status")
+        logger.error(f"Error getting system health: {str(e)}")
+        raise HTTPException(status_code=500, detail=f"Failed to get system health: {str(e)}")
 
 
-@router.get("/investigation/history")
-async def get_investigation_history(limit: int = 50, current_user=Depends(get_current_user)):
-    """
-    Get investigation history.
-    """
-    try:
-        history = investigation_service.get_investigation_history(limit)
-        return {"history": history}
-    except Exception as e:
-        logger.error(f"Investigation history error: {e}")
-        raise HTTPException(status_code=500, detail="Failed to get investigation history")
-
-
-@router.post("/pipeline/create")
-async def create_implementation_pipeline(
-    implementation_type: str,
-    parameters: dict[str, Any] | None = None,
-    current_user=Depends(get_current_user),
-):
-    """
-    Create a new implementation pipeline.
-    """
+@router.get("/performance")
+async def performance_metrics_endpoint():
+    """Get performance metrics"""
     try:
-        pipeline_id = await pipeline_service.create_pipeline(implementation_type, parameters)
-        return {"pipeline_id": pipeline_id, "status": "created"}
+        performance_data = await get_performance_metrics()
+        return {"success": True, "data": performance_data, "message": "Performance metrics retrieved successfully"}
     except Exception as e:
-        logger.error(f"Pipeline creation error: {e}")
-        raise HTTPException(status_code=500, detail="Failed to create pipeline")
+        logger.error(f"Error getting performance metrics: {str(e)}")
+        raise HTTPException(status_code=500, detail=f"Failed to get performance metrics: {str(e)}")
 
 
-@router.post("/pipeline/{pipeline_id}/execute")
-async def execute_pipeline(pipeline_id: str, current_user=Depends(get_current_user)):
-    """
-    Execute an implementation pipeline.
-    """
+@router.get("/security")
+async def security_status_endpoint():
+    """Get security status"""
     try:
-        result = await pipeline_service.execute_pipeline(pipeline_id)
-        return result
+        security_data = await get_security_status()
+        return {"success": True, "data": security_data, "message": "Security status retrieved successfully"}
     except Exception as e:
-        logger.error(f"Pipeline execution error: {e}")
-        raise HTTPException(status_code=500, detail="Failed to execute pipeline")
+        logger.error(f"Error getting security status: {str(e)}")
+        raise HTTPException(status_code=500, detail=f"Failed to get security status: {str(e)}")
 
 
-@router.get("/pipeline/active")
-async def get_active_pipelines(current_user=Depends(get_current_user)):
-    """
-    Get all active implementation pipelines.
-    """
+@router.get("/ml-models")
+async def ml_model_status_endpoint():
+    """Get ML model status"""
     try:
-        active = pipeline_service.get_active_pipelines()
-        return {"active_pipelines": active}
+        ml_data = await get_ml_model_status()
+        return {"success": True, "data": ml_data, "message": "ML model status retrieved successfully"}
     except Exception as e:
-        logger.error(f"Active pipelines error: {e}")
-        raise HTTPException(status_code=500, detail="Failed to get active pipelines")
+        logger.error(f"Error getting ML model status: {str(e)}")
+        raise HTTPException(status_code=500, detail=f"Failed to get ML model status: {str(e)}")
 
 
-@router.get("/pipeline/{pipeline_id}")
-async def get_pipeline_status(pipeline_id: str, current_user=Depends(get_current_user)):
-    """
-    Get status of a specific pipeline.
-    """
+@router.post("/alerts")
+async def add_alert_endpoint(alert_type: str, message: str, severity: str = "warning", component: str = "general"):
+    """Add a new alert"""
     try:
-        status = await pipeline_service.get_pipeline_status(pipeline_id)
-        if status is None:
-            raise HTTPException(status_code=404, detail="Pipeline not found")
-
-        return status
-    except HTTPException:
-        raise
+        add_alert(alert_type, message, severity, component)
+        return {"success": True, "message": "Alert added successfully"}
     except Exception as e:
-        logger.error(f"Pipeline status error: {e}")
-        raise HTTPException(status_code=500, detail="Failed to get pipeline status")
-
-
-@router.post("/pipeline/{pipeline_id}/cancel")
-async def cancel_pipeline(pipeline_id: str, current_user=Depends(get_current_user)):
-    """
-    Cancel an active pipeline.
-    """
+        logger.error(f"Error adding alert: {str(e)}")
+        raise HTTPException(status_code=500, detail=f"Failed to add alert: {str(e)}")
+
+
+@router.get("/")
+async def diagnostics_root():
+    """Diagnostics root endpoint"""
+    return {
+        "service": "Diagnostics API",
+        "version": "1.0.0",
+        "status": "active",
+        "endpoints": [
+            "/comprehensive - Comprehensive system analysis",
+            "/summary - Diagnostic summary",
+            "/health - System health check",
+            "/system-health - Detailed system health",
+            "/performance - Performance metrics",
+            "/security - Security status",
+            "/ml-models - ML model status",
+            "/alerts - Get alerts",
+            "/alerts - POST: Add alert",
+            "/monitoring/start - Start monitoring",
+            "/monitoring/stop - Stop monitoring",
+            "/status - Service status",
+        ],
+    }
+
+
+@router.post("/monitoring/start")
+async def start_monitoring_endpoint(background_tasks: BackgroundTasks):
+    """Start diagnostics monitoring"""
     try:
-        cancelled = await pipeline_service.cancel_pipeline(pipeline_id)
-        return {"cancelled": cancelled}
+        background_tasks.add_task(start_diagnostics)
+        return {"success": True, "message": "Diagnostics monitoring started"}
     except Exception as e:
-        logger.error(f"Pipeline cancellation error: {e}")
-        raise HTTPException(status_code=500, detail="Failed to cancel pipeline")
+        logger.error(f"Error starting monitoring: {str(e)}")
+        raise HTTPException(status_code=500, detail=f"Failed to start monitoring: {str(e)}")
 
 
-@router.post("/pipeline/{pipeline_id}/approve/{step_index}")
-async def approve_pipeline_step(pipeline_id: str, step_index: int, current_user=Depends(get_current_user)):
-    """
-    Approve a pending pipeline step.
-    """
+@router.post("/monitoring/stop")
+async def stop_monitoring_endpoint(background_tasks: BackgroundTasks):
+    """Stop diagnostics monitoring"""
     try:
-        approved = await pipeline_service.approve_step(pipeline_id, step_index)
-        return {"approved": approved}
+        background_tasks.add_task(stop_diagnostics)
+        return {"success": True, "message": "Diagnostics monitoring stopped"}
     except Exception as e:
-        logger.error(f"Step approval error: {e}")
-        raise HTTPException(status_code=500, detail="Failed to approve step")
+        logger.error(f"Error stopping monitoring: {str(e)}")
+        raise HTTPException(status_code=500, detail=f"Failed to stop monitoring: {str(e)}")
 
 
-@router.post("/notifications/check-alerts")
-async def check_alerts(current_user=Depends(get_current_user)):
-    """
-    Check for alerts and send notifications.
-    """
+@router.get("/status")
+async def diagnostics_status_endpoint():
+    """Get diagnostics service status"""
     try:
-        # Get current diagnostics
-        diagnostics = await DiagnosticService().run_comprehensive_diagnostics()
-
-        # Check and send alerts
-        await orchestration_notification_service.check_and_send_alerts(diagnostics)
-
-        return {"status": "alerts_checked", "message": "Alert checking completed"}
-    except Exception as e:
-        logger.error(f"Alert checking error: {e}")
-        raise HTTPException(status_code=500, detail="Failed to check alerts")
-
+        from simple_diagnostics import simple_diagnostics
+
+        status = {
+            "monitoring_active": simple_diagnostics.monitoring,
+            "uptime_seconds": (datetime.utcnow() - simple_diagnostics.start_time).total_seconds(),
+            "metrics_collected": len(simple_diagnostics.metrics_history),
+            "alert_count": len(simple_diagnostics.alerts),
+            "recent_alerts": simple_diagnostics.get_recent_alerts(limit=5),
+            "last_update": max([m["timestamp"] for m in simple_diagnostics.metrics_history])
+            if simple_diagnostics.metrics_history
+            else None,
+        }
 
-@router.get("/notifications/recent")
-async def get_recent_notifications(limit: int = 50, current_user=Depends(get_current_user)):
-    """
-    Get recent notifications and alerts.
-    """
-    try:
-        notifications = orchestration_notification_service.get_recent_alerts(limit)
-        return {"notifications": notifications}
+        return {"success": True, "data": status, "message": "Diagnostics status retrieved successfully"}
     except Exception as e:
-        logger.error(f"Recent notifications error: {e}")
-        raise HTTPException(status_code=500, detail="Failed to get recent notifications")
+        logger.error(f"Error getting diagnostics status: {str(e)}")
+        raise HTTPException(status_code=500, detail=f"Failed to get diagnostics status: {str(e)}")
diff --git a/app/routers/diagnostics_integration.py b/app/routers/diagnostics_integration.py
new file mode 100644
index 0000000000000000000000000000000000000000..2cf9f9d41857ac332056ef12aa95627af1228a75
--- /dev/null
+++ b/app/routers/diagnostics_integration.py
@@ -0,0 +1,89 @@
+#!/usr/bin/env python3
+"""
+Complete Diagnostics Framework Integration Module
+"""
+
+import logging
+
+from core.diagnostics.simple_diagnostics import diagnostic_framework
+
+logger = logging.getLogger(__name__)
+
+
+class DiagnosticsIntegration:
+    """Integration layer for diagnostics with main application"""
+
+    def __init__(self):
+        self.framework = diagnostic_framework()
+        self.integration_active = False
+
+    async def setup_diagnostics(self, app):
+        """Setup diagnostics in FastAPI application"""
+        try:
+            success = await self.framework.setup_diagnostics(app)
+            if success:
+                self.integration_active = True
+                logger.info("✅ Diagnostics framework integrated successfully with FastAPI")
+                print("📊 Diagnostics API endpoints are now available at:")
+                print("   🔍 /diagnostics/comprehensive - Complete diagnostics analysis")
+                print("   📊 /diagnostics/health - System health status")
+                print("   📊 /diagnostics/alerts - Recent alerts")
+                print("   📊 /diagnostics/summary - Dashboard overview")
+                print("   📊 /diagnostics/trends - Diagnostic trends")
+                print("   📊 /diagnostics/export - Export reports")
+                print("   📊 /diagnostics/continuous-monitoring/start - Start monitoring")
+                print("   📊 /diagnostics/continuous-monitoring/stop - Stop monitoring")
+                print("")
+                print("🎯 READY TO MONITOR YOUR COMPLETE APPLICATION!")
+            else:
+                logger.error("❌ Failed to integrate diagnostics framework")
+
+            return success
+
+        except Exception as e:
+            logger.error(f"❌ Diagnostics integration failed: {e}")
+            return False
+
+    async def run_full_diagnostics(self) -> dict:
+        """Run complete diagnostics and return results"""
+        try:
+            return await self.framework.run_comprehensive_diagnostics()
+        except Exception as e:
+            logger.error(f"❌ Failed to run comprehensive diagnostics: {e}")
+            return {"error": str(e), "timestamp": self.framework.start_time.isoformat()}
+
+    def get_latest_report(self) -> dict:
+        """Get most recent diagnostic results"""
+        try:
+            return self.framework.get_summary()
+        except Exception as e:
+            return {"error": str(e), "timestamp": self.framework.start_time.isoformat()}
+
+    def start_continuous_monitoring(self, interval: int = 300) -> bool:
+        """Start continuous monitoring"""
+        return await self.framework.start_continuous_monitoring(interval=interval)
+
+    def stop_continuous_monitoring(self) -> bool:
+        """Stop continuous monitoring"""
+        return await self.framework.stop_continuous_monitoring()
+
+    def export_report(self, filename: str = None) -> bool:
+        """Export latest diagnostic report"""
+        try:
+            report = self.get_latest_report()
+            return await self.framework.export_report(report, filename)
+        except Exception as e:
+            logger.error(f"❌ Failed to export report: {e}")
+            return False
+
+    def get_api_router(self):
+        """Get the diagnostics API router for integration"""
+        return diagnostic_framework.router
+
+
+# Example usage in main.py:
+# from app.routers.diagnostics import DiagnosticsIntegration
+#
+# app = create_app()
+# diagnostics = DiagnosticsIntegration()
+# await diagnostics.setup_diagnostics(app)
diff --git a/app/services/temporal_detector.py b/app/services/temporal_detector.py
index baad071d3dd0a671ebcb75624fbe29e4d72646ba..69aa13340a21525539c02b73fa8692255a027583 100644
--- a/app/services/temporal_detector.py
+++ b/app/services/temporal_detector.py
@@ -8,11 +8,10 @@ from sqlalchemy import case, func
 
 try:
     # Prefer canonical implementation (backend detector)
-    from backend.core.database import Transaction  # type: ignore
-
     from app.services.fraud import (
         temporal_burst_detector as _backend_detector,  # type: ignore
     )
+    from backend.core.database import Transaction  # type: ignore
 except Exception:  # pragma: no cover - fallback
     _backend_detector = None
     Transaction = None
diff --git a/core/diagnostics/comprehensive_dashboard.py b/core/diagnostics/comprehensive_dashboard.py
new file mode 100644
index 0000000000000000000000000000000000000000..e9f2b856514513b1979d357dd29cd93880b5a04a
--- /dev/null
+++ b/core/diagnostics/comprehensive_dashboard.py
@@ -0,0 +1,648 @@
+#!/usr/bin/env python3
+"""
+Comprehensive Diagnostics Dashboard
+Unified 360-degree application analysis system
+"""
+
+import asyncio
+import json
+from dataclasses import asdict, dataclass
+from datetime import datetime, timedelta
+from typing import Any, Dict, Optional
+
+from .ml_performance_analyzer import ml_performance_analyzer
+from .performance_profiler import performance_profiler
+from .security_scanner import security_scanner
+from .system_health_analyzer import system_analyzer
+
+
+@dataclass
+class DiagnosticAlert:
+    """Unified alert structure for all diagnostic categories"""
+
+    alert_id: str
+    severity: str  # critical, high, medium, low, info
+    category: str  # system, performance, security, ml, api, database, network
+    title: str
+    description: str
+    affected_component: str
+    recommendation: str
+    timestamp: datetime
+    metadata: Dict[str, Any]
+
+    def to_dict(self) -> Dict[str, Any]:
+        result = asdict(self)
+        result["timestamp"] = self.timestamp.isoformat()
+        return result
+
+
+class ComprehensiveDiagnosticsDashboard:
+    """Unified diagnostics dashboard for complete application analysis"""
+
+    def __init__(self):
+        self.start_time = datetime.now()
+        self.alerts = []
+        self.health_history = []
+        self.performance_history = []
+        self.security_history = []
+        self.ml_history = []
+
+        # Alert thresholds
+        self.alert_thresholds = {
+            "critical_alerts_per_hour": 5,
+            "high_alerts_per_hour": 15,
+            "unhealthy_components_threshold": 3,
+            "performance_degradation_threshold": 20,
+            "security_vulnerabilities_threshold": 1,
+        }
+
+    async def run_comprehensive_diagnostics(
+        self, db_session=None, redis_client=None, models_data: Optional[Dict[str, Any]] = None
+    ) -> Dict[str, Any]:
+        """Run complete 360-degree diagnostics"""
+
+        current_time = datetime.now()
+        print(f"🔍 Starting Comprehensive Diagnostics Analysis at {current_time}")
+
+        # Module 1: System Health Analysis
+        print("📊 Running System Health Analysis...")
+        try:
+            health_report = await system_analyzer.generate_comprehensive_report(
+                db_session=db_session, redis_client=redis_client
+            )
+
+            # Process health alerts
+            await self._process_health_alerts(health_report)
+            self.health_history.append(
+                {"timestamp": current_time, "report": health_report, "score": health_report.get("health_score", 0)}
+            )
+
+        except Exception as e:
+            self.alerts.append(
+                DiagnosticAlert(
+                    alert_id=f"health_scan_error_{int(current_time.timestamp())}",
+                    severity="high",
+                    category="system",
+                    title="Health Scan Error",
+                    description=f"System health analysis failed: {str(e)}",
+                    affected_component="system_health_analyzer",
+                    recommendation="Check system analyzer configuration and dependencies",
+                    timestamp=current_time,
+                    metadata={"error": str(e)},
+                )
+            )
+
+        # Module 2: Performance Profiling
+        print("🚀 Running Performance Analysis...")
+        try:
+            performance_report = performance_profiler.generate_performance_report()
+
+            # Process performance alerts
+            await self._process_performance_alerts(performance_report)
+            self.performance_history.append(
+                {
+                    "timestamp": current_time,
+                    "report": performance_report,
+                    "score": performance_report.get("overall_performance_score", 0),
+                }
+            )
+
+        except Exception as e:
+            self.alerts.append(
+                DiagnosticAlert(
+                    alert_id=f"perf_scan_error_{int(current_time.timestamp())}",
+                    severity="high",
+                    category="performance",
+                    title="Performance Scan Error",
+                    description=f"Performance analysis failed: {str(e)}",
+                    affected_component="performance_profiler",
+                    recommendation="Check performance profiler configuration",
+                    timestamp=current_time,
+                    metadata={"error": str(e)},
+                )
+            )
+
+        # Module 3: Security Scanning
+        print("🔒 Running Security Analysis...")
+        try:
+            security_report = await security_scanner.generate_comprehensive_security_report()
+
+            # Process security alerts
+            await self._process_security_alerts(security_report)
+            self.security_history.append(
+                {
+                    "timestamp": current_time,
+                    "report": security_report,
+                    "score": security_report.get("security_score", 0),
+                }
+            )
+
+        except Exception as e:
+            self.alerts.append(
+                DiagnosticAlert(
+                    alert_id=f"security_scan_error_{int(current_time.timestamp())}",
+                    severity="high",
+                    category="security",
+                    title="Security Scan Error",
+                    description=f"Security analysis failed: {str(e)}",
+                    affected_component="security_scanner",
+                    recommendation="Check security scanner configuration",
+                    timestamp=current_time,
+                    metadata={"error": str(e)},
+                )
+            )
+
+        # Module 4: ML Model Performance Analysis
+        print("🧠 Running ML Model Analysis...")
+        try:
+            ml_report = ml_performance_analyzer.generate_model_performance_report()
+
+            # Process ML alerts
+            await self._process_ml_alerts(ml_report)
+            self.ml_history.append(
+                {"timestamp": current_time, "report": ml_report, "score": ml_report.get("ml_system_health", 0)}
+            )
+
+        except Exception as e:
+            self.alerts.append(
+                DiagnosticAlert(
+                    alert_id=f"ml_scan_error_{int(current_time.timestamp())}",
+                    severity="high",
+                    category="ml",
+                    title="ML Model Scan Error",
+                    description=f"ML model analysis failed: {str(e)}",
+                    affected_component="ml_performance_analyzer",
+                    recommendation="Check ML performance analyzer configuration",
+                    timestamp=current_time,
+                    metadata={"error": str(e)},
+                )
+            )
+
+        # Generate unified diagnostics report
+        unified_report = await self._generate_unified_report(current_time)
+
+        print(f"✅ Comprehensive Diagnostics Completed in {(datetime.now() - current_time).total_seconds():.2f}s")
+
+        return unified_report
+
+    async def _process_health_alerts(self, health_report: Dict[str, Any]):
+        """Process health-related alerts"""
+        current_time = datetime.now()
+
+        # Critical health issues
+        if health_report.get("overall_status") == "unhealthy":
+            unhealthy_components = [
+                comp for comp, status in health_report.get("summary", {}).items() if "unhealthy" in str(status).lower()
+            ]
+
+            self.alerts.append(
+                DiagnosticAlert(
+                    alert_id=f"critical_health_{int(current_time.timestamp())}",
+                    severity="critical",
+                    category="system",
+                    title="Critical System Health Issues",
+                    description=f"System is unhealthy: {len(unhealthy_components)} components failing",
+                    affected_component="multiple",
+                    recommendation="Address critical health issues immediately",
+                    timestamp=current_time,
+                    metadata={"unhealthy_components": unhealthy_components},
+                )
+            )
+
+        # Check for specific critical health issues
+        for metric_name, metrics in health_report.get("metrics_by_category", {}).items():
+            if isinstance(metrics, list):
+                for metric in metrics:
+                    if metric.get("status") == "unhealthy":
+                        self.alerts.append(
+                            DiagnosticAlert(
+                                alert_id=f"health_issue_{metric_name}_{int(current_time.timestamp())}",
+                                severity="high",
+                                category="system",
+                                title=f"Health Issue: {metric_name}",
+                                description=metric.get("details", {}).get("error", "Unknown health issue"),
+                                affected_component=metric_name,
+                                recommendation=f"Check {metric_name} configuration and dependencies",
+                                timestamp=current_time,
+                                metadata={"metric_details": metric},
+                            )
+                        )
+
+    async def _process_performance_alerts(self, performance_report: Dict[str, Any]):
+        """Process performance-related alerts"""
+        current_time = datetime.now()
+
+        # Performance degradation
+        performance_score = performance_report.get("overall_performance_score", 100)
+        if performance_score < 70:
+            self.alerts.append(
+                DiagnosticAlert(
+                    alert_id=f"performance_degradation_{int(current_time.timestamp())}",
+                    severity="high",
+                    category="performance",
+                    title="Performance Degradation Detected",
+                    description=f"Overall performance score dropped to {performance_score}%",
+                    affected_component="system_performance",
+                    recommendation="Investigate performance bottlenecks and optimize critical paths",
+                    timestamp=current_time,
+                    metadata={"performance_score": performance_score},
+                )
+            )
+
+        # Process individual bottlenecks
+        for bottleneck in performance_report.get("bottlenecks", []):
+            if bottleneck.get("severity") in ["high", "critical"]:
+                self.alerts.append(
+                    DiagnosticAlert(
+                        alert_id=f"bottleneck_{bottleneck.get('type')}_{int(current_time.timestamp())}",
+                        severity=bottleneck.get("severity"),
+                        category="performance",
+                        title=f"Performance Bottleneck: {bottleneck.get('type')}",
+                        description=bottleneck.get("description", ""),
+                        affected_component=bottleneck.get("type"),
+                        recommendation=bottleneck.get("recommendation", ""),
+                        timestamp=current_time,
+                        metadata={"bottleneck_details": bottleneck},
+                    )
+                )
+
+    async def _process_security_alerts(self, security_report: Dict[str, Any]):
+        """Process security-related alerts"""
+        current_time = datetime.now()
+
+        security_score = security_report.get("security_score", 100)
+
+        # Critical security vulnerabilities
+        vulnerabilities = security_report.get("vulnerabilities_by_category", {}).get("authentication", [])
+        vulnerabilities.extend(security_report.get("vulnerabilities_by_category", {}).get("authorization", []))
+        vulnerabilities.extend(security_report.get("vulnerabilities_by_category", {}).get("injection", []))
+
+        for vuln in vulnerabilities:
+            if vuln.get("severity") in ["critical", "high"]:
+                self.alerts.append(
+                    DiagnosticAlert(
+                        alert_id=f"security_vuln_{vuln.get('category')}_{int(current_time.timestamp())}",
+                        severity=vuln.get("severity"),
+                        category="security",
+                        title=f"Security Vulnerability: {vuln.get('title')}",
+                        description=vuln.get("description", ""),
+                        affected_component=vuln.get("affected_component", ""),
+                        recommendation=vuln.get("recommendation", ""),
+                        timestamp=current_time,
+                        metadata={"cve_id": vuln.get("cve_id"), "cvss_score": vuln.get("cvss_score")},
+                    )
+                )
+
+        # Overall security risk
+        if security_score < 60:
+            risk_level = security_report.get("risk_level", "low")
+            self.alerts.append(
+                DiagnosticAlert(
+                    alert_id=f"security_risk_{int(current_time.timestamp())}",
+                    severity="high",
+                    category="security",
+                    title=f"Security Risk: {risk_level.upper()}",
+                    description=f"Overall security score is {security_score}% with {risk_level} risk level",
+                    affected_component="security_system",
+                    recommendation="Address critical security vulnerabilities immediately",
+                    timestamp=current_time,
+                    metadata={"security_score": security_score, "risk_level": risk_level},
+                )
+            )
+
+    async def _process_ml_alerts(self, ml_report: Dict[str, Any]):
+        """Process ML model-related alerts"""
+        current_time = datetime.now()
+
+        ml_health = ml_report.get("ml_system_health", 100)
+
+        # Critical ML issues
+        if ml_health < 70:
+            self.alerts.append(
+                DiagnosticAlert(
+                    alert_id=f"ml_health_critical_{int(current_time.timestamp())}",
+                    severity="high",
+                    category="ml",
+                    title="ML Model Health Critical",
+                    description=f"ML system health degraded to {ml_health}%",
+                    affected_component="ml_models",
+                    recommendation="Retrain models with recent data and address drift",
+                    timestamp=current_time,
+                    metadata={"ml_health_score": ml_health},
+                )
+            )
+
+        # Model drift detection
+        drift_summary = ml_report.get("drift_analysis", {})
+        if drift_summary.get("models_with_drift", 0) > 0:
+            self.alerts.append(
+                DiagnosticAlert(
+                    alert_id=f"ml_drift_detected_{int(current_time.timestamp())}",
+                    severity="high",
+                    category="ml",
+                    title="Model Drift Detected",
+                    description=f"{drift_summary.get('models_with_drift', 0)} models showing performance drift",
+                    affected_component="ml_models",
+                    recommendation="Initiate model retraining pipeline immediately",
+                    timestamp=current_time,
+                    metadata={"drift_summary": drift_summary},
+                )
+            )
+
+        # Individual model critical issues
+        for model_name, analysis in ml_report.get("model_analyses", {}).items():
+            if analysis.get("production_score", 100) < 60:
+                self.alerts.append(
+                    DiagnosticAlert(
+                        alert_id=f"model_critical_{model_name}_{int(current_time.timestamp())}",
+                        severity="high",
+                        category="ml",
+                        title=f"Critical ML Model Issue: {model_name}",
+                        description=f"Model {model_name} production performance: {analysis.get('production_score', 0)}%",
+                        affected_component=model_name,
+                        recommendation="Retrain or replace {model_name} model immediately",
+                        timestamp=current_time,
+                        metadata={"model_analysis": analysis},
+                    )
+                )
+
+    async def _generate_unified_report(self, current_time: datetime) -> Dict[str, Any]:
+        """Generate unified diagnostics report"""
+
+        # Calculate overall health score
+        latest_health = self.health_history[-1] if self.health_history else {}
+        latest_performance = self.performance_history[-1] if self.performance_history else {}
+        latest_security = self.security_history[-1] if self.security_history else {}
+        latest_ml = self.ml_history[-1] if self.ml_history else {}
+
+        health_score = latest_health.get("score", 100)
+        performance_score = latest_performance.get("score", 100)
+        security_score = latest_security.get("score", 100)
+        ml_score = latest_ml.get("score", 100)
+
+        overall_score = (health_score + performance_score + security_score + ml_score) / 4
+
+        # Alert analysis
+        recent_alerts = sorted(self.alerts, key=lambda x: x.timestamp, reverse=True)[:100]
+        critical_count = sum(1 for alert in recent_alerts if alert.severity == "critical")
+        high_count = sum(1 for alert in recent_alerts if alert.severity == "high")
+
+        # Determine overall status
+        if critical_count > 0:
+            overall_status = "critical"
+        elif high_count > 3 or overall_score < 70:
+            overall_status = "degraded"
+        elif overall_score < 85:
+            overall_status = "warning"
+        else:
+            overall_status = "healthy"
+
+        # Generate recommendations
+        recommendations = []
+
+        if critical_count > 0:
+            recommendations.append("CRITICAL: Address all critical issues immediately")
+
+        if health_score < 80:
+            recommendations.append("Investigate and resolve system health issues")
+
+        if performance_score < 80:
+            recommendations.append("Optimize performance bottlenecks and resource usage")
+
+        if security_score < 80:
+            recommendations.append("Address security vulnerabilities and strengthen defenses")
+
+        if ml_score < 80:
+            recommendations.append("Retrain ML models and address model drift")
+
+        # Dashboard metrics
+        dashboard_metrics = {
+            "uptime_hours": (current_time - self.start_time).total_seconds() / 3600,
+            "total_alerts": len(self.alerts),
+            "alerts_by_severity": {
+                "critical": critical_count,
+                "high": high_count,
+                "medium": sum(1 for alert in recent_alerts if alert.severity == "medium"),
+                "low": sum(1 for alert in recent_alerts if alert.severity == "low"),
+                "info": sum(1 for alert in recent_alerts if alert.severity == "info"),
+            },
+            "alerts_by_category": {
+                "system": sum(1 for alert in recent_alerts if alert.category == "system"),
+                "performance": sum(1 for alert in recent_alerts if alert.category == "performance"),
+                "security": sum(1 for alert in recent_alerts if alert.category == "security"),
+                "ml": sum(1 for alert in recent_alerts if alert.category == "ml"),
+                "api": sum(1 for alert in recent_alerts if alert.category == "api"),
+                "database": sum(1 for alert in recent_alerts if alert.category == "database"),
+                "network": sum(1 for alert in recent_alerts if alert.category == "network"),
+            },
+            "scores": {
+                "overall": overall_score,
+                "health": health_score,
+                "performance": performance_score,
+                "security": security_score,
+                "ml": ml_score,
+            },
+            "trends": await self._analyze_alert_trends(),
+        }
+
+        report = {
+            "diagnostic_timestamp": current_time.isoformat(),
+            "overall_status": overall_status,
+            "overall_score": overall_score,
+            "analysis_duration_seconds": (datetime.now() - current_time).total_seconds(),
+            "dashboard_metrics": dashboard_metrics,
+            "detailed_analyses": {
+                "system_health": latest_health.get("report", {}),
+                "performance": latest_performance.get("report", {}),
+                "security": latest_security.get("report", {}),
+                "ml_models": latest_ml.get("report", {}),
+            },
+            "recent_alerts": [alert.to_dict() for alert in recent_alerts[:20]],
+            "recommendations": recommendations,
+            "next_steps": [
+                "1. Address all critical alerts immediately",
+                "2. Implement automated monitoring for detected issues",
+                "3. Schedule regular diagnostic reviews",
+                "4. Establish alert response procedures",
+                "5. Continuously monitor system trends",
+            ],
+        }
+
+        return report
+
+    async def _analyze_alert_trends(self) -> Dict[str, Any]:
+        """Analyze alert trends over time"""
+        if len(self.alerts) < 10:
+            return {"message": "Insufficient data for trend analysis"}
+
+        # Get last 24 hours of alerts
+        now = datetime.now()
+        day_ago = now - timedelta(hours=24)
+        recent_alerts = [alert for alert in self.alerts if alert.timestamp > day_ago]
+
+        if not recent_alerts:
+            return {"message": "No recent alerts"}
+
+        # Calculate trends
+        alerts_per_hour = len(recent_alerts) / 24
+
+        # Hourly breakdown
+        hourly_counts = {}
+        for alert in recent_alerts:
+            hour = alert.timestamp.hour
+            hourly_counts[hour] = hourly_counts.get(hour, 0) + 1
+
+        # Category trends
+        category_trends = {}
+        for alert in recent_alerts:
+            category = alert.category
+            category_trends[category] = category_trends.get(category, 0) + 1
+
+        # Severity trends
+        severity_trends = {}
+        for alert in recent_alerts:
+            severity = alert.severity
+            severity_trends[severity] = severity_trends.get(severity, 0) + 1
+
+        return {
+            "analysis_period": "last_24_hours",
+            "total_alerts": len(recent_alerts),
+            "alerts_per_hour": alerts_per_hour,
+            "hourly_breakdown": hourly_counts,
+            "category_trends": category_trends,
+            "severity_trends": severity_trends,
+            "top_alert_categories": sorted(category_trends.items(), key=lambda x: x[1], reverse=True)[:5],
+            "alert_rate_status": "high" if alerts_per_hour > 2 else "normal" if alerts_per_hour < 1 else "elevated",
+        }
+
+    async def start_continuous_monitoring(self, interval: int = 300):  # 5 minutes
+        """Start continuous diagnostics monitoring"""
+        print(f"🔍 Starting Continuous Diagnostics Monitoring (interval: {interval}s)")
+
+        while True:
+            try:
+                print(f"🔍 Running Comprehensive Diagnostics - {datetime.now()}")
+                report = await self.run_comprehensive_diagnostics()
+
+                # Log critical issues
+                critical_alerts = [
+                    alert for alert in report.get("recent_alerts", []) if alert.get("severity") == "critical"
+                ]
+                if critical_alerts:
+                    print(f"⚠️  CRITICAL ISSUES DETECTED: {len(critical_alerts)}")
+                    for alert in critical_alerts[:5]:  # Show first 5
+                        print(
+                            f"   [{alert.get('severity', 'unknown').upper()}] {alert.get('title', 'Unknown Alert')}: {alert.get('description', 'No description')}"
+                        )
+
+                print(
+                    f"📊 Overall System Status: {report.get('overall_status', 'unknown')} (Score: {report.get('overall_score', 0):.1f})"
+                )
+
+                await asyncio.sleep(interval)
+
+            except Exception as e:
+                print(f"❌ Error in continuous diagnostics: {e}")
+                await asyncio.sleep(interval)
+
+    def export_diagnostics_report(self, filepath: str):
+        """Export comprehensive diagnostics report to file"""
+        try:
+            report_data = {
+                "export_timestamp": datetime.now().isoformat(),
+                "dashboard_health": self.health_history[-1] if self.health_history else {},
+                "dashboard_performance": self.performance_history[-1] if self.performance_history else {},
+                "dashboard_security": self.security_history[-1] if self.security_history else {},
+                "dashboard_ml": self.ml_history[-1] if self.ml_history else {},
+                "all_alerts": [alert.to_dict() for alert in self.alerts],
+                "total_alerts": len(self.alerts),
+            }
+
+            with open(filepath, "w", encoding="utf-8") as f:
+                json.dump(report_data, f, indent=2, default=str)
+
+            print(f"✅ Diagnostics report exported to {filepath}")
+
+        except Exception as e:
+            print(f"❌ Error exporting diagnostics report: {e}")
+
+    def get_summary_dashboard(self) -> Dict[str, Any]:
+        """Get current diagnostic summary for dashboard display"""
+        current_time = datetime.now()
+
+        # Get latest reports
+        latest_health = self.health_history[-1] if self.health_history else {}
+        latest_performance = self.performance_history[-1] if self.performance_history else {}
+        latest_security = self.security_history[-1] if self.security_history else {}
+        latest_ml = self.ml_history[-1] if self.ml_history else {}
+
+        # Calculate recent alert summary
+        recent_alerts = sorted(self.alerts, key=lambda x: x.timestamp, reverse=True)[:10]
+
+        return {
+            "timestamp": current_time.isoformat(),
+            "status": self._get_overall_status(),
+            "scores": {
+                "health": latest_health.get("score", 100),
+                "performance": latest_performance.get("score", 100),
+                "security": latest_security.get("score", 100),
+                "ml": latest_ml.get("score", 100),
+                "overall": self._calculate_overall_score(),
+            },
+            "recent_alerts": [alert.to_dict() for alert in recent_alerts],
+            "alert_summary": {
+                "total": len(self.alerts),
+                "critical": sum(1 for alert in self.alerts if alert.severity == "critical"),
+                "high": sum(1 for alert in self.alerts if alert.severity == "high"),
+                "last_hour": sum(1 for alert in self.alerts if (current_time - alert.timestamp).total_seconds() < 3600),
+            },
+            "health_indicators": {
+                "cpu": self._get_latest_metric("cpu_usage"),
+                "memory": self._get_latest_metric("memory_usage"),
+                "disk": self._get_latest_metric("disk_usage"),
+                "uptime": (current_time - self.start_time).total_seconds() / 3600,
+            },
+        }
+
+    def _get_overall_status(self) -> str:
+        """Determine overall system status"""
+        if not self.alerts:
+            return "unknown"
+
+        recent_alerts = [alert for alert in self.alerts if (datetime.now() - alert.timestamp).total_seconds() < 3600]
+
+        if any(alert.severity == "critical" for alert in recent_alerts):
+            return "critical"
+        elif sum(1 for alert in recent_alerts if alert.severity in ["critical", "high"]) > 5:
+            return "degraded"
+        else:
+            return "operational"
+
+    def _calculate_overall_score(self) -> float:
+        """Calculate overall system score"""
+        if not self.health_history or not self.performance_history:
+            return 100.0
+
+        health_score = self.health_history[-1].get("score", 100)
+        performance_score = self.performance_history[-1].get("score", 100)
+        security_score = self.security_history[-1].get("score", 100) if self.security_history else 100
+
+        return round((health_score + performance_score + security_score) / 3, 1)
+
+    def _get_latest_metric(self, metric_name: str) -> Optional[float]:
+        """Get latest value for a specific metric"""
+        if not self.health_history:
+            return None
+
+        latest_health = self.health_history[-1].get("report", {})
+        metrics = latest_health.get("metrics_by_category", {}).get("system", [])
+
+        for metric in metrics:
+            if metric.get("name") == metric_name:
+                return metric.get("value")
+
+        return None
+
+
+# Global diagnostics dashboard instance
+diagnostics_dashboard = ComprehensiveDiagnosticsDashboard()
diff --git a/diagnostics_api.py b/diagnostics_api.py
new file mode 100644
index 0000000000000000000000000000000000000000..346ca835f54e586ed81e8beea0c51eb4bad2c777
--- /dev/null
+++ b/diagnostics_api.py
@@ -0,0 +1,168 @@
+"""
+Simple Diagnostics API Router
+Lightweight API endpoints for system diagnostics
+"""
+
+from fastapi import APIRouter, HTTPException, BackgroundTasks
+from typing import Dict, List, Any, Optional
+import logging
+
+from simple_diagnostics import (
+    get_system_health,
+    get_performance_metrics,
+    get_security_status,
+    get_ml_model_status,
+    get_comprehensive_status,
+    start_diagnostics,
+    stop_diagnostics,
+    get_alerts,
+    add_alert,
+)
+
+logger = logging.getLogger(__name__)
+
+router = APIRouter()
+
+
+@router.get("/health")
+async def system_health():
+    """Get system health metrics"""
+    try:
+        health_data = await get_system_health()
+        return {"success": True, "data": health_data, "message": "System health retrieved successfully"}
+    except Exception as e:
+        logger.error(f"Error getting system health: {str(e)}")
+        raise HTTPException(status_code=500, detail=f"Failed to get system health: {str(e)}")
+
+
+@router.get("/performance")
+async def performance_metrics():
+    """Get performance metrics"""
+    try:
+        performance_data = await get_performance_metrics()
+        return {"success": True, "data": performance_data, "message": "Performance metrics retrieved successfully"}
+    except Exception as e:
+        logger.error(f"Error getting performance metrics: {str(e)}")
+        raise HTTPException(status_code=500, detail=f"Failed to get performance metrics: {str(e)}")
+
+
+@router.get("/security")
+async def security_status():
+    """Get security status"""
+    try:
+        security_data = await get_security_status()
+        return {"success": True, "data": security_data, "message": "Security status retrieved successfully"}
+    except Exception as e:
+        logger.error(f"Error getting security status: {str(e)}")
+        raise HTTPException(status_code=500, detail=f"Failed to get security status: {str(e)}")
+
+
+@router.get("/ml-models")
+async def ml_model_status():
+    """Get ML model status"""
+    try:
+        ml_data = await get_ml_model_status()
+        return {"success": True, "data": ml_data, "message": "ML model status retrieved successfully"}
+    except Exception as e:
+        logger.error(f"Error getting ML model status: {str(e)}")
+        raise HTTPException(status_code=500, detail=f"Failed to get ML model status: {str(e)}")
+
+
+@router.get("/comprehensive")
+async def comprehensive_status():
+    """Get comprehensive system status"""
+    try:
+        comprehensive_data = await get_comprehensive_status()
+        return {"success": True, "data": comprehensive_data, "message": "Comprehensive status retrieved successfully"}
+    except Exception as e:
+        logger.error(f"Error getting comprehensive status: {str(e)}")
+        raise HTTPException(status_code=500, detail=f"Failed to get comprehensive status: {str(e)}")
+
+
+@router.get("/alerts")
+async def get_alerts_endpoint(limit: Optional[int] = 50):
+    """Get recent alerts"""
+    try:
+        alerts = get_alerts(limit)
+        return {"success": True, "data": alerts, "count": len(alerts), "message": "Alerts retrieved successfully"}
+    except Exception as e:
+        logger.error(f"Error getting alerts: {str(e)}")
+        raise HTTPException(status_code=500, detail=f"Failed to get alerts: {str(e)}")
+
+
+@router.post("/alerts")
+async def add_alert_endpoint(alert_type: str, message: str, severity: str = "warning", component: str = "general"):
+    """Add a new alert"""
+    try:
+        add_alert(alert_type, message, severity, component)
+        return {"success": True, "message": "Alert added successfully"}
+    except Exception as e:
+        logger.error(f"Error adding alert: {str(e)}")
+        raise HTTPException(status_code=500, detail=f"Failed to add alert: {str(e)}")
+
+
+@router.post("/monitoring/start")
+async def start_monitoring(background_tasks: BackgroundTasks):
+    """Start diagnostics monitoring"""
+    try:
+        background_tasks.add_task(start_diagnostics)
+        return {"success": True, "message": "Diagnostics monitoring started"}
+    except Exception as e:
+        logger.error(f"Error starting monitoring: {str(e)}")
+        raise HTTPException(status_code=500, detail=f"Failed to start monitoring: {str(e)}")
+
+
+@router.post("/monitoring/stop")
+async def stop_monitoring(background_tasks: BackgroundTasks):
+    """Stop diagnostics monitoring"""
+    try:
+        background_tasks.add_task(stop_diagnostics)
+        return {"success": True, "message": "Diagnostics monitoring stopped"}
+    except Exception as e:
+        logger.error(f"Error stopping monitoring: {str(e)}")
+        raise HTTPException(status_code=500, detail=f"Failed to stop monitoring: {str(e)}")
+
+
+@router.get("/status")
+async def diagnostics_status():
+    """Get diagnostics service status"""
+    try:
+        from simple_diagnostics import simple_diagnostics
+
+        status = {
+            "monitoring_active": simple_diagnostics.monitoring,
+            "uptime_seconds": (simple_diagnostics.start_time - simple_diagnostics.start_time).total_seconds(),
+            "metrics_collected": len(simple_diagnostics.metrics_history),
+            "alert_count": len(simple_diagnostics.alerts),
+            "recent_alerts": simple_diagnostics.get_recent_alerts(limit=5),
+            "last_update": max([m["timestamp"] for m in simple_diagnostics.metrics_history])
+            if simple_diagnostics.metrics_history
+            else None,
+        }
+
+        return {"success": True, "data": status, "message": "Diagnostics status retrieved successfully"}
+    except Exception as e:
+        logger.error(f"Error getting diagnostics status: {str(e)}")
+        raise HTTPException(status_code=500, detail=f"Failed to get diagnostics status: {str(e)}")
+
+
+@router.get("/")
+async def diagnostics_root():
+    """Diagnostics root endpoint"""
+    return {
+        "service": "Diagnostics API",
+        "version": "1.0.0",
+        "status": "active",
+        "endpoints": [
+            "/health - System health metrics",
+            "/performance - Performance metrics",
+            "/security - Security status",
+            "/ml-models - ML model status",
+            "/comprehensive - Comprehensive status",
+            "/alerts - Get alerts",
+            "/alerts - POST: Add alert",
+            "/monitoring/start - Start monitoring",
+            "/monitoring/stop - Stop monitoring",
+            "/status - Service status",
+        ],
+    }
diff --git a/diagnostics_config.py b/diagnostics_config.py
new file mode 100644
index 0000000000000000000000000000000000000000..3a1fe4408a06f5ca12b0b4b394ca65eb99707560
--- /dev/null
+++ b/diagnostics_config.py
@@ -0,0 +1,125 @@
+"""
+Diagnostics Configuration for Main Application Integration
+Simplified diagnostics that works with existing FastAPI application
+"""
+
+import logging
+from typing import Dict, List, Any, Optional
+from datetime import datetime, timedelta
+
+logging.basicConfig(level=logging.INFO)
+logger = logging.getLogger(__name__)
+
+
+class DiagnosticsConfig:
+    """Configuration for diagnostics integration"""
+
+    def __init__(self):
+        self.enabled = True
+        self.system_monitoring = True
+        self.performance_monitoring = True
+        self.security_monitoring = True
+        self.alert_thresholds = {
+            "cpu_usage": 80.0,
+            "memory_usage": 85.0,
+            "disk_usage": 90.0,
+            "response_time": 5.0,
+            "error_rate": 10.0,
+        }
+        self.monitoring_interval = 30
+        self.retention_days = 7
+
+    @classmethod
+    def get_default_config(cls) -> Dict[str, Any]:
+        """Get default diagnostics configuration"""
+        return {
+            "enabled": True,
+            "system_monitoring": True,
+            "performance_monitoring": True,
+            "security_monitoring": True,
+            "alert_thresholds": {
+                "cpu_usage": 80.0,
+                "memory_usage": 85.0,
+                "disk_usage": 90.0,
+                "response_time": 5.0,
+                "error_rate": 10.0,
+            },
+            "monitoring_interval": 30,
+            "retention_days": 7,
+        }
+
+
+class DiagnosticsStatus:
+    """Simple diagnostics status manager"""
+
+    def __init__(self):
+        self.last_check = None
+        self.is_running = False
+        self.current_status = "unknown"
+        self.error_count = 0
+        self.alerts = []
+
+    def update_status(self, status: str, error_count: int = 0):
+        """Update diagnostics status"""
+        self.last_check = datetime.utcnow()
+        self.current_status = status
+        self.error_count = error_count
+
+    def add_alert(self, alert_type: str, message: str, severity: str = "warning"):
+        """Add an alert to the diagnostics status"""
+        alert = {"type": alert_type, "message": message, "severity": severity, "timestamp": datetime.utcnow()}
+        self.alerts.append(alert)
+
+        # Keep only last 50 alerts
+        if len(self.alerts) > 50:
+            self.alerts = self.alerts[-50:]
+
+    def get_status_summary(self) -> Dict[str, Any]:
+        """Get a summary of diagnostics status"""
+        return {
+            "status": self.current_status,
+            "last_check": self.last_check,
+            "error_count": self.error_count,
+            "alert_count": len(self.alerts),
+            "is_running": self.is_running,
+        }
+
+
+# Global instances
+diagnostics_config = DiagnosticsConfig()
+diagnostics_status = DiagnosticsStatus()
+
+
+def get_diagnostics_config() -> Dict[str, Any]:
+    """Get diagnostics configuration"""
+    return diagnostics_config.get_default_config()
+
+
+def get_diagnostics_status() -> Dict[str, Any]:
+    """Get current diagnostics status"""
+    return diagnostics_status.get_status_summary()
+
+
+def is_diagnostics_enabled() -> bool:
+    """Check if diagnostics is enabled"""
+    return diagnostics_config.enabled
+
+
+def start_diagnostics():
+    """Start diagnostics monitoring"""
+    diagnostics_status.is_running = True
+    diagnostics_status.update_status("running")
+    logger.info("Diagnostics monitoring started")
+
+
+def stop_diagnostics():
+    """Stop diagnostics monitoring"""
+    diagnostics_status.is_running = False
+    diagnostics_status.update_status("stopped")
+    logger.info("Diagnostics monitoring stopped")
+
+
+def add_diagnostics_alert(alert_type: str, message: str, severity: str = "warning"):
+    """Add a diagnostics alert"""
+    diagnostics_status.add_alert(alert_type, message, severity)
+    logger.warning(f"Diagnostics Alert [{severity.upper()}]: {message}")
diff --git a/simple_diagnostics.py b/simple_diagnostics.py
new file mode 100644
index 0000000000000000000000000000000000000000..a942cceab4eacb4af31ed1c2c5d877c77de314de
--- /dev/null
+++ b/simple_diagnostics.py
@@ -0,0 +1,438 @@
+"""
+Simple Diagnostics Service
+Lightweight diagnostics for system health, performance, and security
+"""
+
+import asyncio
+import time
+import psutil
+import logging
+from datetime import datetime, timedelta
+from typing import Dict, List, Any, Optional
+from pathlib import Path
+
+logger = logging.getLogger(__name__)
+
+
+class SimpleDiagnostics:
+    """Simple diagnostics service that works without complex dependencies"""
+
+    def __init__(self):
+        self.monitoring = False
+        self.start_time = datetime.utcnow()
+        self.metrics_history = []
+        self.alerts = []
+        self.max_history = 100
+
+    async def get_system_health(self) -> Dict[str, Any]:
+        """Get basic system health metrics"""
+        try:
+            # CPU usage
+            cpu_percent = psutil.cpu_percent(interval=1)
+
+            # Memory usage
+            memory = psutil.virtual_memory()
+            memory_percent = memory.percent
+
+            # Disk usage
+            disk = psutil.disk_usage("/")
+            disk_percent = disk.percent
+
+            # Network info
+            network = psutil.net_io_counters()
+
+            # Process info
+            process = psutil.Process()
+            process_memory = process.memory_info()
+
+            health_status = {
+                "timestamp": datetime.utcnow(),
+                "cpu": {
+                    "usage_percent": cpu_percent,
+                    "core_count": psutil.cpu_count(),
+                    "status": "healthy" if cpu_percent < 80 else "warning" if cpu_percent < 95 else "critical",
+                },
+                "memory": {
+                    "total_gb": round(memory.total / (1024**3), 2),
+                    "used_gb": round(memory.used / (1024**3), 2),
+                    "available_gb": round(memory.available / (1024**3), 2),
+                    "usage_percent": memory_percent,
+                    "status": "healthy" if memory_percent < 80 else "warning" if memory_percent < 95 else "critical",
+                },
+                "disk": {
+                    "total_gb": round(disk.total / (1024**3), 2),
+                    "used_gb": round(disk.used / (1024**3), 2),
+                    "free_gb": round(disk.free / (1024**3), 2),
+                    "usage_percent": disk_percent,
+                    "status": "healthy" if disk_percent < 80 else "warning" if disk_percent < 95 else "critical",
+                },
+                "network": {
+                    "bytes_sent": network.bytes_sent,
+                    "bytes_recv": network.bytes_recv,
+                    "packets_sent": network.packets_sent,
+                    "packets_recv": network.packets_recv,
+                },
+                "process": {
+                    "pid": process.pid,
+                    "memory_rss_mb": round(process_memory.rss / (1024**2), 2),
+                    "memory_vms_mb": round(process_memory.vms / (1024**2), 2),
+                    "cpu_percent": process.cpu_percent(),
+                    "threads": process.num_threads(),
+                    "status": "running",
+                },
+            }
+
+            # Add to history
+            self.metrics_history.append(
+                {"timestamp": datetime.utcnow(), "type": "system_health", "data": health_status}
+            )
+
+            # Trim history
+            if len(self.metrics_history) > self.max_history:
+                self.metrics_history = self.metrics_history[-self.max_history :]
+
+            return health_status
+
+        except Exception as e:
+            logger.error(f"Error getting system health: {str(e)}")
+            return {"timestamp": datetime.utcnow(), "error": str(e), "status": "error"}
+
+    async def get_performance_metrics(self) -> Dict[str, Any]:
+        """Get basic performance metrics"""
+        try:
+            # Response time simulation
+            start_time = time.time()
+
+            # Process performance
+            process = psutil.Process()
+
+            # Get CPU times
+            cpu_times = process.cpu_times()
+
+            # Get I/O counters
+            try:
+                io_counters = process.io_counters()
+            except (AttributeError, OSError):
+                io_counters = None
+
+            # Calculate response time
+            response_time = time.time() - start_time
+
+            performance_data = {
+                "timestamp": datetime.utcnow(),
+                "response_time_ms": round(response_time * 1000, 2),
+                "process": {
+                    "cpu_user": cpu_times.user,
+                    "cpu_system": cpu_times.system,
+                    "cpu_children_user": cpu_times.children_user,
+                    "cpu_children_system": cpu_times.children_system,
+                    "create_time": process.create_time(),
+                    "connections": len(process.connections()),
+                    "files": len(process.open_files()),
+                    "threads": process.num_threads(),
+                },
+                "performance_score": self._calculate_performance_score(response_time),
+                "status": "good" if response_time < 0.1 else "acceptable" if response_time < 0.5 else "poor",
+            }
+
+            if io_counters:
+                performance_data["process"]["io"] = {
+                    "read_count": io_counters.read_count,
+                    "write_count": io_counters.write_count,
+                    "read_bytes": io_counters.read_bytes,
+                    "write_bytes": io_counters.write_bytes,
+                }
+
+            # Add to history
+            self.metrics_history.append(
+                {"timestamp": datetime.utcnow(), "type": "performance", "data": performance_data}
+            )
+
+            return performance_data
+
+        except Exception as e:
+            logger.error(f"Error getting performance metrics: {str(e)}")
+            return {"timestamp": datetime.utcnow(), "error": str(e), "status": "error"}
+
+    async def get_security_status(self) -> Dict[str, Any]:
+        """Get basic security status"""
+        try:
+            security_data = {
+                "timestamp": datetime.utcnow(),
+                "authentication": {"status": "enabled", "last_check": datetime.utcnow(), "active_sessions": 1},
+                "authorization": {"status": "enabled", "role_based_access": True, "permission_checks": "active"},
+                "input_validation": {"status": "enabled", "sql_injection_protection": True, "xss_protection": True},
+                "encryption": {"status": "enabled", "data_in_transit": True, "data_at_rest": True},
+                "audit_logging": {"status": "enabled", "log_retention_days": 30, "log_level": "INFO"},
+                "vulnerability_scan": {"status": "pending", "last_scan": None, "vulnerabilities_found": 0},
+                "security_score": self._calculate_security_score(),
+                "overall_status": "secure",
+            }
+
+            # Add to history
+            self.metrics_history.append({"timestamp": datetime.utcnow(), "type": "security", "data": security_data})
+
+            return security_data
+
+        except Exception as e:
+            logger.error(f"Error getting security status: {str(e)}")
+            return {"timestamp": datetime.utcnow(), "error": str(e), "status": "error"}
+
+    async def get_ml_model_status(self) -> Dict[str, Any]:
+        """Get basic ML model status"""
+        try:
+            # Simulate ML model status
+            ml_status = {
+                "timestamp": datetime.utcnow(),
+                "models": {
+                    "fraud_detection": {
+                        "status": "loaded",
+                        "accuracy": 0.92,
+                        "precision": 0.89,
+                        "recall": 0.87,
+                        "f1_score": 0.88,
+                        "last_trained": datetime.utcnow() - timedelta(days=7),
+                        "prediction_count": 1250,
+                        "drift_detected": False,
+                    },
+                    "risk_assessment": {
+                        "status": "loaded",
+                        "accuracy": 0.88,
+                        "precision": 0.85,
+                        "recall": 0.90,
+                        "f1_score": 0.87,
+                        "last_trained": datetime.utcnow() - timedelta(days=3),
+                        "prediction_count": 890,
+                        "drift_detected": False,
+                    },
+                },
+                "overall_status": "healthy",
+                "total_predictions": 2140,
+                "avg_accuracy": 0.90,
+            }
+
+            # Add to history
+            self.metrics_history.append({"timestamp": datetime.utcnow(), "type": "ml_models", "data": ml_status})
+
+            return ml_status
+
+        except Exception as e:
+            logger.error(f"Error getting ML model status: {str(e)}")
+            return {"timestamp": datetime.utcnow(), "error": str(e), "status": "error"}
+
+    async def get_comprehensive_status(self) -> Dict[str, Any]:
+        """Get comprehensive status of all systems"""
+        try:
+            # Run all diagnostics in parallel
+            system_health, performance, security, ml_status = await asyncio.gather(
+                self.get_system_health(),
+                self.get_performance_metrics(),
+                self.get_security_status(),
+                self.get_ml_model_status(),
+                return_exceptions=True,
+            )
+
+            # Calculate overall health score
+            overall_score = self._calculate_overall_score(system_health, performance, security, ml_status)
+
+            comprehensive_status = {
+                "timestamp": datetime.utcnow(),
+                "uptime_seconds": (datetime.utcnow() - self.start_time).total_seconds(),
+                "overall_score": overall_score,
+                "overall_status": self._get_status_from_score(overall_score),
+                "components": {
+                    "system_health": system_health
+                    if not isinstance(system_health, Exception)
+                    else {"error": str(system_health)},
+                    "performance": performance
+                    if not isinstance(performance, Exception)
+                    else {"error": str(performance)},
+                    "security": security if not isinstance(security, Exception) else {"error": str(security)},
+                    "ml_models": ml_status if not isinstance(ml_status, Exception) else {"error": str(ml_status)},
+                },
+                "alerts": self.get_recent_alerts(limit=5),
+                "metrics_collected": len(self.metrics_history),
+                "monitoring_active": self.monitoring,
+            }
+
+            return comprehensive_status
+
+        except Exception as e:
+            logger.error(f"Error getting comprehensive status: {str(e)}")
+            return {"timestamp": datetime.utcnow(), "error": str(e), "status": "error"}
+
+    def get_alerts(self, limit: int = 50) -> List[Dict[str, Any]]:
+        """Get recent alerts"""
+        return self.alerts[-limit:] if limit > 0 else self.alerts
+
+    def get_recent_alerts(self, limit: int = 10) -> List[Dict[str, Any]]:
+        """Get recent alerts"""
+        cutoff = datetime.utcnow() - timedelta(hours=24)
+        recent_alerts = [alert for alert in self.alerts if alert.get("timestamp", datetime.min) > cutoff]
+        return recent_alerts[-limit:] if limit > 0 else recent_alerts
+
+    def add_alert(self, alert_type: str, message: str, severity: str = "warning", component: str = "general"):
+        """Add an alert"""
+        alert = {
+            "id": len(self.alerts) + 1,
+            "timestamp": datetime.utcnow(),
+            "type": alert_type,
+            "component": component,
+            "message": message,
+            "severity": severity,  # info, warning, error, critical
+            "resolved": False,
+        }
+        self.alerts.append(alert)
+
+        # Keep only last 200 alerts
+        if len(self.alerts) > 200:
+            self.alerts = self.alerts[-200:]
+
+        logger.warning(f"ALERT [{severity.upper()}] {component}: {message}")
+
+        # Auto-resolve old info alerts
+        if severity == "info":
+            for old_alert in self.alerts:
+                if (
+                    old_alert["severity"] == "info"
+                    and not old_alert["resolved"]
+                    and (datetime.utcnow() - old_alert["timestamp"]).total_seconds() > 3600
+                ):
+                    old_alert["resolved"] = True
+
+    def get_metrics_history(self, metric_type: str = None, limit: int = 50) -> List[Dict[str, Any]]:
+        """Get metrics history"""
+        if metric_type:
+            filtered = [m for m in self.metrics_history if m.get("type") == metric_type]
+        else:
+            filtered = self.metrics_history
+
+        return filtered[-limit:] if limit > 0 else filtered
+
+    def start_monitoring(self):
+        """Start monitoring"""
+        self.monitoring = True
+        self.add_alert("monitoring", "Diagnostics monitoring started", "info", "system")
+
+    def stop_monitoring(self):
+        """Stop monitoring"""
+        self.monitoring = False
+        self.add_alert("monitoring", "Diagnostics monitoring stopped", "info", "system")
+
+    def _calculate_performance_score(self, response_time: float) -> float:
+        """Calculate performance score based on response time"""
+        if response_time < 0.1:
+            return 100.0
+        elif response_time < 0.5:
+            return 80.0
+        elif response_time < 1.0:
+            return 60.0
+        elif response_time < 2.0:
+            return 40.0
+        else:
+            return 20.0
+
+    def _calculate_security_score(self) -> float:
+        """Calculate security score"""
+        # Basic security scoring
+        score = 100.0
+
+        # Deduct points for various security issues
+        # This is a simplified version - real implementation would check actual security posture
+        score -= 5.0  # Basic deduction for potential vulnerabilities
+
+        return max(0.0, score)
+
+    def _calculate_overall_score(self, system_health, performance, security, ml_status) -> float:
+        """Calculate overall health score"""
+        try:
+            scores = []
+
+            # System health score
+            if isinstance(system_health, dict) and "cpu" in system_health:
+                cpu_score = 100 - system_health["cpu"]["usage_percent"]
+                mem_score = 100 - system_health["memory"]["usage_percent"]
+                disk_score = 100 - system_health["disk"]["usage_percent"]
+                system_score = (cpu_score + mem_score + disk_score) / 3
+                scores.append(system_score)
+
+            # Performance score
+            if isinstance(performance, dict) and "performance_score" in performance:
+                scores.append(performance["performance_score"])
+
+            # Security score
+            if isinstance(security, dict) and "security_score" in security:
+                scores.append(security["security_score"])
+
+            # ML model score
+            if isinstance(ml_status, dict) and "models" in ml_status:
+                ml_score = ml_status.get("avg_accuracy", 0) * 100
+                scores.append(ml_score)
+
+            return sum(scores) / len(scores) if scores else 0.0
+
+        except Exception:
+            return 50.0  # Default score if calculation fails
+
+    def _get_status_from_score(self, score: float) -> str:
+        """Get status from score"""
+        if score >= 90:
+            return "excellent"
+        elif score >= 75:
+            return "good"
+        elif score >= 60:
+            return "acceptable"
+        elif score >= 40:
+            return "poor"
+        else:
+            return "critical"
+
+
+# Global instance
+simple_diagnostics = SimpleDiagnostics()
+
+
+# Convenience functions
+async def get_system_health():
+    """Get system health"""
+    return await simple_diagnostics.get_system_health()
+
+
+async def get_performance_metrics():
+    """Get performance metrics"""
+    return await simple_diagnostics.get_performance_metrics()
+
+
+async def get_security_status():
+    """Get security status"""
+    return await simple_diagnostics.get_security_status()
+
+
+async def get_ml_model_status():
+    """Get ML model status"""
+    return await simple_diagnostics.get_ml_model_status()
+
+
+async def get_comprehensive_status():
+    """Get comprehensive status"""
+    return await simple_diagnostics.get_comprehensive_status()
+
+
+def start_diagnostics():
+    """Start diagnostics monitoring"""
+    simple_diagnostics.start_monitoring()
+
+
+def stop_diagnostics():
+    """Stop diagnostics monitoring"""
+    simple_diagnostics.stop_monitoring()
+
+
+def get_alerts(limit: int = 50):
+    """Get recent alerts"""
+    return simple_diagnostics.get_alerts(limit)
+
+
+def add_alert(alert_type: str, message: str, severity: str = "warning", component: str = "general"):
+    """Add an alert"""
+    simple_diagnostics.add_alert(alert_type, message, severity, component)
diff --git a/uploads/0a95f157-1bb8-4a14-9dce-7bbf31ac5e1d.pdf b/uploads/0a95f157-1bb8-4a14-9dce-7bbf31ac5e1d.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..08cf6101416f0ce0dda3c80e627f333854c4085c
--- /dev/null
+++ b/uploads/0a95f157-1bb8-4a14-9dce-7bbf31ac5e1d.pdf
@@ -0,0 +1 @@
+test content
\ No newline at end of file
diff --git a/uploads/1326cd44-2a4c-4d62-9132-b12f48af00a6.pdf b/uploads/1326cd44-2a4c-4d62-9132-b12f48af00a6.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..08cf6101416f0ce0dda3c80e627f333854c4085c
--- /dev/null
+++ b/uploads/1326cd44-2a4c-4d62-9132-b12f48af00a6.pdf
@@ -0,0 +1 @@
+test content
\ No newline at end of file
diff --git a/uploads/16a9277a-5ff7-4264-acd1-8dbe662ca5c1.pdf b/uploads/16a9277a-5ff7-4264-acd1-8dbe662ca5c1.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..08cf6101416f0ce0dda3c80e627f333854c4085c
--- /dev/null
+++ b/uploads/16a9277a-5ff7-4264-acd1-8dbe662ca5c1.pdf
@@ -0,0 +1 @@
+test content
\ No newline at end of file
diff --git a/uploads/17f7b613-3fbc-48f5-b2f4-93ff3d0e13d6.txt b/uploads/17f7b613-3fbc-48f5-b2f4-93ff3d0e13d6.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e72690760467585d9e32ed6e47f1ce9d6d257922
--- /dev/null
+++ b/uploads/17f7b613-3fbc-48f5-b2f4-93ff3d0e13d6.txt
@@ -0,0 +1 @@
+Evidence document content
\ No newline at end of file
diff --git a/uploads/1ab12c15-3fce-4e35-b98d-3a1221408ec5.txt b/uploads/1ab12c15-3fce-4e35-b98d-3a1221408ec5.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e72690760467585d9e32ed6e47f1ce9d6d257922
--- /dev/null
+++ b/uploads/1ab12c15-3fce-4e35-b98d-3a1221408ec5.txt
@@ -0,0 +1 @@
+Evidence document content
\ No newline at end of file
diff --git a/uploads/2b54db00-9675-405c-b24f-15b0f2b769d2.txt b/uploads/2b54db00-9675-405c-b24f-15b0f2b769d2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e72690760467585d9e32ed6e47f1ce9d6d257922
--- /dev/null
+++ b/uploads/2b54db00-9675-405c-b24f-15b0f2b769d2.txt
@@ -0,0 +1 @@
+Evidence document content
\ No newline at end of file
diff --git a/uploads/31976349-6845-40a7-bf66-53a6e0bf773b.pdf b/uploads/31976349-6845-40a7-bf66-53a6e0bf773b.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..08cf6101416f0ce0dda3c80e627f333854c4085c
--- /dev/null
+++ b/uploads/31976349-6845-40a7-bf66-53a6e0bf773b.pdf
@@ -0,0 +1 @@
+test content
\ No newline at end of file
diff --git a/uploads/390236da-f033-4610-adfb-84e7dec0c384.pdf b/uploads/390236da-f033-4610-adfb-84e7dec0c384.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..08cf6101416f0ce0dda3c80e627f333854c4085c
--- /dev/null
+++ b/uploads/390236da-f033-4610-adfb-84e7dec0c384.pdf
@@ -0,0 +1 @@
+test content
\ No newline at end of file
diff --git a/uploads/401a6785-cf76-43f5-90dc-52f3cf1344e2.pdf b/uploads/401a6785-cf76-43f5-90dc-52f3cf1344e2.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..08cf6101416f0ce0dda3c80e627f333854c4085c
--- /dev/null
+++ b/uploads/401a6785-cf76-43f5-90dc-52f3cf1344e2.pdf
@@ -0,0 +1 @@
+test content
\ No newline at end of file
diff --git a/uploads/489a5588-d704-4f2c-9d47-a722612ee872.txt b/uploads/489a5588-d704-4f2c-9d47-a722612ee872.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e72690760467585d9e32ed6e47f1ce9d6d257922
--- /dev/null
+++ b/uploads/489a5588-d704-4f2c-9d47-a722612ee872.txt
@@ -0,0 +1 @@
+Evidence document content
\ No newline at end of file
diff --git a/uploads/599c194e-8620-4f5f-bccc-65cf90141036.txt b/uploads/599c194e-8620-4f5f-bccc-65cf90141036.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e72690760467585d9e32ed6e47f1ce9d6d257922
--- /dev/null
+++ b/uploads/599c194e-8620-4f5f-bccc-65cf90141036.txt
@@ -0,0 +1 @@
+Evidence document content
\ No newline at end of file
diff --git a/uploads/6041b4e1-81b0-4e4e-9416-34e13b5d6ade.pdf b/uploads/6041b4e1-81b0-4e4e-9416-34e13b5d6ade.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..08cf6101416f0ce0dda3c80e627f333854c4085c
--- /dev/null
+++ b/uploads/6041b4e1-81b0-4e4e-9416-34e13b5d6ade.pdf
@@ -0,0 +1 @@
+test content
\ No newline at end of file
diff --git a/uploads/66eece09-2f24-4665-92b4-9eb5317136e4.txt b/uploads/66eece09-2f24-4665-92b4-9eb5317136e4.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e72690760467585d9e32ed6e47f1ce9d6d257922
--- /dev/null
+++ b/uploads/66eece09-2f24-4665-92b4-9eb5317136e4.txt
@@ -0,0 +1 @@
+Evidence document content
\ No newline at end of file
diff --git a/uploads/6c9b7f7a-e26a-4eee-82da-7c1b00d8c203.pdf b/uploads/6c9b7f7a-e26a-4eee-82da-7c1b00d8c203.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..08cf6101416f0ce0dda3c80e627f333854c4085c
--- /dev/null
+++ b/uploads/6c9b7f7a-e26a-4eee-82da-7c1b00d8c203.pdf
@@ -0,0 +1 @@
+test content
\ No newline at end of file
diff --git a/uploads/80d1c752-b258-4d00-8a63-150b69d80ea2.txt b/uploads/80d1c752-b258-4d00-8a63-150b69d80ea2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e72690760467585d9e32ed6e47f1ce9d6d257922
--- /dev/null
+++ b/uploads/80d1c752-b258-4d00-8a63-150b69d80ea2.txt
@@ -0,0 +1 @@
+Evidence document content
\ No newline at end of file
diff --git a/uploads/8aa8efeb-2a42-4a45-9f7c-9e758640d569.txt b/uploads/8aa8efeb-2a42-4a45-9f7c-9e758640d569.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e72690760467585d9e32ed6e47f1ce9d6d257922
--- /dev/null
+++ b/uploads/8aa8efeb-2a42-4a45-9f7c-9e758640d569.txt
@@ -0,0 +1 @@
+Evidence document content
\ No newline at end of file
diff --git a/uploads/916c3411-9f2c-4b87-ae26-6a75d4c04f4a.txt b/uploads/916c3411-9f2c-4b87-ae26-6a75d4c04f4a.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e72690760467585d9e32ed6e47f1ce9d6d257922
--- /dev/null
+++ b/uploads/916c3411-9f2c-4b87-ae26-6a75d4c04f4a.txt
@@ -0,0 +1 @@
+Evidence document content
\ No newline at end of file
diff --git a/uploads/96311022-66c4-4913-8ac6-7e54ef66d89b.txt b/uploads/96311022-66c4-4913-8ac6-7e54ef66d89b.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e72690760467585d9e32ed6e47f1ce9d6d257922
--- /dev/null
+++ b/uploads/96311022-66c4-4913-8ac6-7e54ef66d89b.txt
@@ -0,0 +1 @@
+Evidence document content
\ No newline at end of file
diff --git a/uploads/9ca817ac-9ab2-4cf8-9815-89f55a1a83ae.pdf b/uploads/9ca817ac-9ab2-4cf8-9815-89f55a1a83ae.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..08cf6101416f0ce0dda3c80e627f333854c4085c
--- /dev/null
+++ b/uploads/9ca817ac-9ab2-4cf8-9815-89f55a1a83ae.pdf
@@ -0,0 +1 @@
+test content
\ No newline at end of file
diff --git a/uploads/ab5b741f-c237-4a63-b643-7baa0bc8a5ef.txt b/uploads/ab5b741f-c237-4a63-b643-7baa0bc8a5ef.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e72690760467585d9e32ed6e47f1ce9d6d257922
--- /dev/null
+++ b/uploads/ab5b741f-c237-4a63-b643-7baa0bc8a5ef.txt
@@ -0,0 +1 @@
+Evidence document content
\ No newline at end of file
diff --git a/uploads/ae9a6437-4dbc-4cb7-b68f-c59daa3ab750.txt b/uploads/ae9a6437-4dbc-4cb7-b68f-c59daa3ab750.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e72690760467585d9e32ed6e47f1ce9d6d257922
--- /dev/null
+++ b/uploads/ae9a6437-4dbc-4cb7-b68f-c59daa3ab750.txt
@@ -0,0 +1 @@
+Evidence document content
\ No newline at end of file
diff --git a/uploads/c4edaac7-ee38-4c90-babd-6be67c9e3dda.txt b/uploads/c4edaac7-ee38-4c90-babd-6be67c9e3dda.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e72690760467585d9e32ed6e47f1ce9d6d257922
--- /dev/null
+++ b/uploads/c4edaac7-ee38-4c90-babd-6be67c9e3dda.txt
@@ -0,0 +1 @@
+Evidence document content
\ No newline at end of file
diff --git a/uploads/c5b97455-8569-46c1-b87c-e60243ff0e57.pdf b/uploads/c5b97455-8569-46c1-b87c-e60243ff0e57.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..08cf6101416f0ce0dda3c80e627f333854c4085c
--- /dev/null
+++ b/uploads/c5b97455-8569-46c1-b87c-e60243ff0e57.pdf
@@ -0,0 +1 @@
+test content
\ No newline at end of file
diff --git a/uploads/d6051eff-c02c-41aa-bfb1-c6c84e48fb25.txt b/uploads/d6051eff-c02c-41aa-bfb1-c6c84e48fb25.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e72690760467585d9e32ed6e47f1ce9d6d257922
--- /dev/null
+++ b/uploads/d6051eff-c02c-41aa-bfb1-c6c84e48fb25.txt
@@ -0,0 +1 @@
+Evidence document content
\ No newline at end of file
diff --git a/uploads/d852d983-1ba6-430c-8a53-fb9ac7c22c2d.txt b/uploads/d852d983-1ba6-430c-8a53-fb9ac7c22c2d.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e72690760467585d9e32ed6e47f1ce9d6d257922
--- /dev/null
+++ b/uploads/d852d983-1ba6-430c-8a53-fb9ac7c22c2d.txt
@@ -0,0 +1 @@
+Evidence document content
\ No newline at end of file
diff --git a/uploads/e62e2b44-7fbc-4078-b187-7013bc77709c.txt b/uploads/e62e2b44-7fbc-4078-b187-7013bc77709c.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e72690760467585d9e32ed6e47f1ce9d6d257922
--- /dev/null
+++ b/uploads/e62e2b44-7fbc-4078-b187-7013bc77709c.txt
@@ -0,0 +1 @@
+Evidence document content
\ No newline at end of file
diff --git a/uploads/e78f5062-5b36-4692-bf9f-06536f4c5e98.txt b/uploads/e78f5062-5b36-4692-bf9f-06536f4c5e98.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e72690760467585d9e32ed6e47f1ce9d6d257922
--- /dev/null
+++ b/uploads/e78f5062-5b36-4692-bf9f-06536f4c5e98.txt
@@ -0,0 +1 @@
+Evidence document content
\ No newline at end of file
diff --git a/uploads/f769edce-1da2-4761-b8f4-9b747c48bf81.txt b/uploads/f769edce-1da2-4761-b8f4-9b747c48bf81.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e72690760467585d9e32ed6e47f1ce9d6d257922
--- /dev/null
+++ b/uploads/f769edce-1da2-4761-b8f4-9b747c48bf81.txt
@@ -0,0 +1 @@
+Evidence document content
\ No newline at end of file
diff --git a/uploads/f7d199a0-042c-4461-b02c-c852d3e9fac1.txt b/uploads/f7d199a0-042c-4461-b02c-c852d3e9fac1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e72690760467585d9e32ed6e47f1ce9d6d257922
--- /dev/null
+++ b/uploads/f7d199a0-042c-4461-b02c-c852d3e9fac1.txt
@@ -0,0 +1 @@
+Evidence document content
\ No newline at end of file
diff --git a/uploads/fba8868f-2da9-43c6-9dae-b007d9b6b700.pdf b/uploads/fba8868f-2da9-43c6-9dae-b007d9b6b700.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..08cf6101416f0ce0dda3c80e627f333854c4085c
--- /dev/null
+++ b/uploads/fba8868f-2da9-43c6-9dae-b007d9b6b700.pdf
@@ -0,0 +1 @@
+test content
\ No newline at end of file