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| # ===================================================== | |
| # AI CAPABILITY DICTIONARY | |
| # SINGLE SOURCE OF TRUTH | |
| # Version: 1.0 | |
| # Last Updated: 2026-01-01 | |
| # ===================================================== | |
| # | |
| # GOVERNANCE RULES: | |
| # 1. All AI capabilities MUST be defined in this registry | |
| # 2. No capability may exist outside this registry | |
| # 3. No duplication allowed across agents, spaces, or repos | |
| # 4. Every capability must support audit and explainability | |
| # 5. Enterprise-ready for regulated industries (Insurance/Finance) | |
| # | |
| # ===================================================== | |
| A_GENERATION: | |
| - id: GEN_IMAGE | |
| name: Image Generation | |
| category: Generation | |
| description: Generate images from text prompts | |
| supported_domains: [insurance, marketing, simulation] | |
| insurance_use_cases: | |
| - Damage visualization | |
| - Claim scenario reconstruction | |
| decision_types: | |
| - Claim validation | |
| governance_flags: | |
| explainable: false | |
| auditable: true | |
| - id: GEN_VIDEO | |
| name: Video Generation | |
| category: Generation | |
| description: Generate videos from prompts or sequences | |
| supported_domains: [insurance, media] | |
| insurance_use_cases: | |
| - Accident reenactment | |
| decision_types: | |
| - Investigation support | |
| governance_flags: | |
| explainable: false | |
| auditable: true | |
| - id: GEN_TEXT | |
| name: Text Generation | |
| category: Generation | |
| description: Generate structured or unstructured text | |
| supported_domains: [insurance, finance] | |
| insurance_use_cases: | |
| - Claim summaries | |
| - Customer communication | |
| decision_types: | |
| - Decision explanation | |
| governance_flags: | |
| explainable: true | |
| auditable: true | |
| - id: GEN_MUSIC | |
| name: Music Generation | |
| category: Generation | |
| description: Generate music or soundtracks | |
| supported_domains: [media] | |
| insurance_use_cases: [] | |
| decision_types: [] | |
| governance_flags: | |
| explainable: false | |
| auditable: false | |
| - id: GEN_TTS | |
| name: Speech Synthesis (TTS) | |
| category: Generation | |
| description: Convert text to speech | |
| supported_domains: [insurance, call_centers] | |
| insurance_use_cases: | |
| - Automated claim calls | |
| decision_types: | |
| - Communication | |
| governance_flags: | |
| explainable: true | |
| auditable: true | |
| - id: GEN_3D | |
| name: 3D Asset Generation | |
| category: Generation | |
| description: Generate 3D assets and objects | |
| supported_domains: [insurance, simulation] | |
| insurance_use_cases: | |
| - Vehicle damage modeling | |
| decision_types: | |
| - Assessment support | |
| governance_flags: | |
| explainable: false | |
| auditable: true | |
| # ----------------------------------------------------- | |
| B_TRANSFORMATION_EDITING: | |
| - id: IMG_EDIT | |
| name: Image Editing | |
| category: Transformation | |
| description: Edit and manipulate images | |
| supported_domains: [insurance] | |
| insurance_use_cases: | |
| - Evidence cleanup | |
| decision_types: | |
| - Claim review | |
| governance_flags: | |
| explainable: false | |
| auditable: true | |
| - id: VID_EDIT | |
| name: Video Editing | |
| category: Transformation | |
| description: Edit and enhance videos | |
| supported_domains: [insurance] | |
| insurance_use_cases: | |
| - CCTV evidence processing | |
| decision_types: | |
| - Investigation | |
| governance_flags: | |
| explainable: false | |
| auditable: true | |
| - id: STYLE_TRANSFER | |
| name: Style Transfer | |
| category: Transformation | |
| description: Apply visual styles | |
| supported_domains: [media] | |
| insurance_use_cases: [] | |
| decision_types: [] | |
| governance_flags: | |
| explainable: false | |
| auditable: false | |
| - id: BG_REMOVAL | |
| name: Background Removal | |
| category: Transformation | |
| description: Remove backgrounds from images | |
| supported_domains: [insurance] | |
| insurance_use_cases: | |
| - Object isolation | |
| decision_types: | |
| - Damage assessment | |
| governance_flags: | |
| explainable: false | |
| auditable: true | |
| - id: IMG_UPSCALE | |
| name: Image Upscaling | |
| category: Transformation | |
| description: Enhance image resolution | |
| supported_domains: [insurance] | |
| insurance_use_cases: | |
| - Improve evidence clarity | |
| decision_types: | |
| - Assessment support | |
| governance_flags: | |
| explainable: false | |
| auditable: true | |
| - id: INPAINT_OUTPAINT | |
| name: Inpainting / Outpainting | |
| category: Transformation | |
| description: Fill or extend images | |
| supported_domains: [insurance] | |
| insurance_use_cases: | |
| - Damage extrapolation | |
| decision_types: | |
| - Investigation | |
| governance_flags: | |
| explainable: false | |
| auditable: true | |
| # ----------------------------------------------------- | |
| C_LANGUAGE_TEXT: | |
| - id: LANG_TRANSLATION | |
| name: Language Translation | |
| category: Language | |
| description: Translate between languages | |
| supported_domains: [insurance] | |
| insurance_use_cases: | |
| - Multilingual claims | |
| decision_types: | |
| - Communication | |
| governance_flags: | |
| explainable: true | |
| auditable: true | |
| - id: TEXT_ANALYSIS | |
| name: Text Analysis | |
| category: Language | |
| description: Analyze text content | |
| supported_domains: [insurance] | |
| insurance_use_cases: | |
| - Claim text review | |
| decision_types: | |
| - Risk assessment | |
| governance_flags: | |
| explainable: true | |
| auditable: true | |
| - id: SENTIMENT_ANALYSIS | |
| name: Sentiment Analysis | |
| category: Language | |
| description: Detect emotional tone | |
| supported_domains: [insurance] | |
| insurance_use_cases: | |
| - Fraud suspicion signals | |
| decision_types: | |
| - Risk flagging | |
| governance_flags: | |
| explainable: true | |
| auditable: true | |
| - id: TEXT_SUMMARY | |
| name: Text Summarization | |
| category: Language | |
| description: Summarize long documents | |
| supported_domains: [insurance] | |
| insurance_use_cases: | |
| - Claim reports | |
| decision_types: | |
| - Decision support | |
| governance_flags: | |
| explainable: true | |
| auditable: true | |
| - id: TEXT_QA | |
| name: Question Answering | |
| category: Language | |
| description: Answer questions from text or knowledge | |
| supported_domains: [insurance] | |
| insurance_use_cases: | |
| - Policy clarification | |
| - Claim review | |
| decision_types: | |
| - Decision assistance | |
| governance_flags: | |
| explainable: true | |
| auditable: true | |
| - id: CONVERSATIONAL_AI | |
| name: Conversational AI | |
| category: Language | |
| description: Chatbot-style interaction | |
| supported_domains: [insurance] | |
| insurance_use_cases: | |
| - Claim intake bots | |
| decision_types: | |
| - Intake routing | |
| governance_flags: | |
| explainable: true | |
| auditable: true | |
| # ----------------------------------------------------- | |
| D_SPEECH_AUDIO: | |
| - id: ASR | |
| name: Speech Recognition | |
| category: Audio | |
| description: Convert speech to text | |
| supported_domains: [insurance] | |
| insurance_use_cases: | |
| - Call transcription | |
| decision_types: | |
| - Evidence extraction | |
| governance_flags: | |
| explainable: true | |
| auditable: true | |
| - id: VOICE_AI | |
| name: Voice Calling AI | |
| category: Audio | |
| description: Automated voice calls | |
| supported_domains: [insurance] | |
| insurance_use_cases: | |
| - Claim follow-ups | |
| decision_types: | |
| - Communication | |
| governance_flags: | |
| explainable: true | |
| auditable: true | |
| - id: REALTIME_VOICE_AGENT | |
| name: Real-Time Voice Agent | |
| category: Audio | |
| description: Live conversational agents | |
| supported_domains: [insurance] | |
| insurance_use_cases: | |
| - Live support | |
| decision_types: | |
| - Assistance | |
| governance_flags: | |
| explainable: true | |
| auditable: true | |
| - id: VOICE_EMOTION | |
| name: Emotion Detection (Voice) | |
| category: Audio | |
| description: Detect emotion from voice | |
| supported_domains: [insurance] | |
| insurance_use_cases: | |
| - Fraud signals | |
| decision_types: | |
| - Risk scoring | |
| governance_flags: | |
| explainable: true | |
| auditable: true | |
| # ----------------------------------------------------- | |
| E_VISION_IMAGE: | |
| - id: OBJECT_DETECTION | |
| name: Object Detection | |
| category: Vision | |
| description: Detect objects in images | |
| supported_domains: [insurance] | |
| insurance_use_cases: | |
| - Vehicle damage detection | |
| decision_types: | |
| - Assessment | |
| governance_flags: | |
| explainable: true | |
| auditable: true | |
| - id: IMAGE_CLASSIFICATION | |
| name: Image Classification | |
| category: Vision | |
| description: Classify images | |
| supported_domains: [insurance] | |
| insurance_use_cases: | |
| - Damage type classification | |
| decision_types: | |
| - Assessment | |
| governance_flags: | |
| explainable: true | |
| auditable: true | |
| - id: OCR | |
| name: OCR | |
| category: Vision | |
| description: Extract text from images | |
| supported_domains: [insurance] | |
| insurance_use_cases: | |
| - Document digitization | |
| decision_types: | |
| - Data extraction | |
| governance_flags: | |
| explainable: true | |
| auditable: true | |
| - id: IMAGE_CAPTION | |
| name: Image Captioning | |
| category: Vision | |
| description: Describe images in text | |
| supported_domains: [insurance] | |
| insurance_use_cases: | |
| - Evidence explanation | |
| decision_types: | |
| - Review | |
| governance_flags: | |
| explainable: true | |
| auditable: true | |
| - id: VQA | |
| name: Visual Question Answering | |
| category: Vision | |
| description: Answer questions about images | |
| supported_domains: [insurance] | |
| insurance_use_cases: | |
| - Claim investigation | |
| decision_types: | |
| - Decision support | |
| governance_flags: | |
| explainable: true | |
| auditable: true | |
| - id: POSE_ESTIMATION | |
| name: Pose Estimation | |
| category: Vision | |
| description: Detect body pose | |
| supported_domains: [insurance] | |
| insurance_use_cases: | |
| - Injury assessment | |
| decision_types: | |
| - Medical review | |
| governance_flags: | |
| explainable: true | |
| auditable: true | |
| - id: FACE_RECOGNITION | |
| name: Face Recognition | |
| category: Vision | |
| description: Identify faces | |
| supported_domains: [security] | |
| insurance_use_cases: | |
| - Identity verification | |
| decision_types: | |
| - Fraud prevention | |
| governance_flags: | |
| explainable: false | |
| auditable: true | |
| - id: MEDICAL_IMAGE_ANALYSIS | |
| name: Medical Image Analysis | |
| category: Vision | |
| description: Analyze medical imagery | |
| supported_domains: [medical_insurance] | |
| insurance_use_cases: | |
| - Injury validation | |
| decision_types: | |
| - Medical approval | |
| governance_flags: | |
| explainable: true | |
| auditable: true | |
| # ----------------------------------------------------- | |
| F_DOCUMENT_KNOWLEDGE: | |
| - id: DOCUMENT_ANALYSIS | |
| name: Document Analysis | |
| category: Knowledge | |
| description: Analyze structured documents | |
| supported_domains: [insurance] | |
| insurance_use_cases: | |
| - Policy analysis | |
| decision_types: | |
| - Coverage decision | |
| governance_flags: | |
| explainable: true | |
| auditable: true | |
| - id: RAG | |
| name: Retrieval-Augmented Generation | |
| category: Knowledge | |
| description: Grounded generation from documents | |
| supported_domains: [insurance] | |
| insurance_use_cases: | |
| - Policy Q&A | |
| decision_types: | |
| - Explanation | |
| governance_flags: | |
| explainable: true | |
| auditable: true | |
| - id: CONTRACT_INTELLIGENCE | |
| name: Contract & Policy Intelligence | |
| category: Knowledge | |
| description: Understand legal documents | |
| supported_domains: [insurance] | |
| insurance_use_cases: | |
| - Coverage determination | |
| decision_types: | |
| - Approval / rejection | |
| governance_flags: | |
| explainable: true | |
| auditable: true | |
| - id: KNOWLEDGE_GRAPH | |
| name: Knowledge Graph Extraction | |
| category: Knowledge | |
| description: Extract entities and relations | |
| supported_domains: [insurance] | |
| insurance_use_cases: | |
| - Fraud networks | |
| decision_types: | |
| - Investigation | |
| governance_flags: | |
| explainable: true | |
| auditable: true | |
| # ----------------------------------------------------- | |
| G_DATA_ANALYTICS: | |
| - id: DATA_VIZ | |
| name: Data Visualization | |
| category: Analytics | |
| description: Visual analytics | |
| supported_domains: [insurance] | |
| insurance_use_cases: | |
| - Portfolio insights | |
| decision_types: | |
| - Strategy | |
| governance_flags: | |
| explainable: true | |
| auditable: true | |
| - id: FIN_ANALYSIS | |
| name: Financial Analysis | |
| category: Analytics | |
| description: Analyze financial data | |
| supported_domains: [insurance] | |
| insurance_use_cases: | |
| - Loss ratios | |
| decision_types: | |
| - Pricing | |
| governance_flags: | |
| explainable: true | |
| auditable: true | |
| - id: TIME_SERIES | |
| name: Time-Series Forecasting | |
| category: Analytics | |
| description: Forecast trends | |
| supported_domains: [insurance] | |
| insurance_use_cases: | |
| - Claims forecasting | |
| decision_types: | |
| - Planning | |
| governance_flags: | |
| explainable: true | |
| auditable: true | |
| - id: ANOMALY_DETECTION | |
| name: Anomaly Detection | |
| category: Analytics | |
| description: Detect abnormal patterns | |
| supported_domains: [insurance] | |
| insurance_use_cases: | |
| - Fraud detection | |
| decision_types: | |
| - Risk flag | |
| governance_flags: | |
| explainable: true | |
| auditable: true | |
| - id: RISK_SCORING | |
| name: Risk Scoring | |
| category: Analytics | |
| description: Score risk levels | |
| supported_domains: [insurance] | |
| insurance_use_cases: | |
| - Claim risk | |
| decision_types: | |
| - Approval / review | |
| governance_flags: | |
| explainable: true | |
| auditable: true | |
| - id: DECISION_INTELLIGENCE | |
| name: Decision Intelligence | |
| category: Analytics | |
| description: Combine signals into decisions | |
| supported_domains: [insurance] | |
| insurance_use_cases: | |
| - Automated claim decisions | |
| decision_types: | |
| - Final decision | |
| governance_flags: | |
| explainable: true | |
| auditable: true | |
| # ----------------------------------------------------- | |
| H_CODE_DEV: | |
| - id: CODE_GEN | |
| name: Code Generation | |
| category: Developer | |
| description: Generate code | |
| supported_domains: [engineering] | |
| insurance_use_cases: [] | |
| decision_types: [] | |
| governance_flags: | |
| explainable: false | |
| auditable: false | |
| - id: CODE_REVIEW | |
| name: Code Review | |
| category: Developer | |
| description: Review code quality | |
| supported_domains: [engineering] | |
| insurance_use_cases: [] | |
| decision_types: [] | |
| governance_flags: | |
| explainable: false | |
| auditable: false | |
| - id: BUG_DETECTION | |
| name: Bug Detection | |
| category: Developer | |
| description: Detect bugs | |
| supported_domains: [engineering] | |
| insurance_use_cases: [] | |
| decision_types: [] | |
| governance_flags: | |
| explainable: false | |
| auditable: false | |
| - id: API_GEN | |
| name: API Generation | |
| category: Developer | |
| description: Generate APIs | |
| supported_domains: [engineering] | |
| insurance_use_cases: [] | |
| decision_types: [] | |
| governance_flags: | |
| explainable: false | |
| auditable: false | |
| # ----------------------------------------------------- | |
| I_MODELS_DATASETS: | |
| - id: MODEL_BENCHMARK | |
| name: Model Benchmarking | |
| category: Models | |
| description: Benchmark models | |
| supported_domains: [ai] | |
| insurance_use_cases: [] | |
| decision_types: [] | |
| governance_flags: | |
| explainable: true | |
| auditable: true | |
| - id: MODEL_EVAL | |
| name: Model Evaluation | |
| category: Models | |
| description: Evaluate models | |
| supported_domains: [ai] | |
| insurance_use_cases: [] | |
| decision_types: [] | |
| governance_flags: | |
| explainable: true | |
| auditable: true | |
| - id: BIAS_FAIRNESS | |
| name: Bias & Fairness Analysis | |
| category: Models | |
| description: Detect bias | |
| supported_domains: [ai] | |
| insurance_use_cases: | |
| - Regulatory compliance | |
| decision_types: | |
| - Governance | |
| governance_flags: | |
| explainable: true | |
| auditable: true | |
| - id: DATASET_CREATION | |
| name: Dataset Creation | |
| category: Models | |
| description: Create datasets | |
| supported_domains: [ai] | |
| insurance_use_cases: [] | |
| decision_types: [] | |
| governance_flags: | |
| explainable: true | |
| auditable: true | |
| - id: SYNTHETIC_DATA | |
| name: Synthetic Data Generation | |
| category: Models | |
| description: Generate synthetic data | |
| supported_domains: [insurance] | |
| insurance_use_cases: | |
| - Fraud training | |
| decision_types: | |
| - Model training | |
| governance_flags: | |
| explainable: true | |
| auditable: true | |
| # ----------------------------------------------------- | |
| J_RECOMMENDATION_DECISION: | |
| - id: RECOMMENDER | |
| name: Recommendation Systems | |
| category: Decision | |
| description: Recommend actions | |
| supported_domains: [insurance] | |
| insurance_use_cases: | |
| - Next best action | |
| decision_types: | |
| - Recommendation | |
| governance_flags: | |
| explainable: true | |
| auditable: true | |
| - id: PERSONALIZATION | |
| name: Personalization | |
| category: Decision | |
| description: Personalize experiences | |
| supported_domains: [insurance] | |
| insurance_use_cases: | |
| - Customer journeys | |
| decision_types: | |
| - Engagement | |
| governance_flags: | |
| explainable: true | |
| auditable: true | |
| - id: OPTIMIZATION | |
| name: Optimization Engines | |
| category: Decision | |
| description: Optimize outcomes | |
| supported_domains: [insurance] | |
| insurance_use_cases: | |
| - Pricing optimization | |
| decision_types: | |
| - Optimization | |
| governance_flags: | |
| explainable: true | |
| auditable: true | |
| - id: SCENARIO_SIM | |
| name: Scenario Simulation | |
| category: Decision | |
| description: Simulate scenarios | |
| supported_domains: [insurance] | |
| insurance_use_cases: | |
| - Stress testing | |
| decision_types: | |
| - Planning | |
| governance_flags: | |
| explainable: true | |
| auditable: true | |
| # ----------------------------------------------------- | |
| K_GAMING_SIMULATION: | |
| - id: GAME_AI | |
| name: Game AI | |
| category: Simulation | |
| description: Game agents | |
| supported_domains: [simulation] | |
| insurance_use_cases: [] | |
| decision_types: [] | |
| governance_flags: | |
| explainable: false | |
| auditable: false | |
| - id: RL_AGENT | |
| name: Reinforcement Learning Agent | |
| category: Simulation | |
| description: RL-based agents | |
| supported_domains: [simulation] | |
| insurance_use_cases: | |
| - Policy optimization | |
| decision_types: | |
| - Strategy | |
| governance_flags: | |
| explainable: false | |
| auditable: true | |
| - id: SIM_ENV | |
| name: Simulation Environment | |
| category: Simulation | |
| description: Simulated environments | |
| supported_domains: [insurance] | |
| insurance_use_cases: | |
| - Claim stress tests | |
| decision_types: | |
| - Planning | |
| governance_flags: | |
| explainable: true | |
| auditable: true | |
| # ----------------------------------------------------- | |
| L_3D_XR: | |
| - id: MODEL_3D | |
| name: 3D Modeling | |
| category: Spatial | |
| description: 3D modeling | |
| supported_domains: [insurance] | |
| insurance_use_cases: | |
| - Damage modeling | |
| decision_types: | |
| - Assessment | |
| governance_flags: | |
| explainable: false | |
| auditable: true | |
| - id: SCENE_RECON | |
| name: Scene Reconstruction | |
| category: Spatial | |
| description: Reconstruct scenes | |
| supported_domains: [insurance] | |
| insurance_use_cases: | |
| - Accident scenes | |
| decision_types: | |
| - Investigation | |
| governance_flags: | |
| explainable: false | |
| auditable: true | |
| - id: NERF | |
| name: NeRF / Gaussian Splatting | |
| category: Spatial | |
| description: Neural rendering | |
| supported_domains: [insurance] | |
| insurance_use_cases: | |
| - Damage visualization | |
| decision_types: | |
| - Review | |
| governance_flags: | |
| explainable: false | |
| auditable: true | |
| # ----------------------------------------------------- | |
| M_SEARCH_TOOLS: | |
| - id: MODEL_FINDER | |
| name: Model Finder | |
| category: Search | |
| description: Discover models | |
| supported_domains: [ai] | |
| insurance_use_cases: [] | |
| decision_types: [] | |
| governance_flags: | |
| explainable: false | |
| auditable: false | |
| - id: TOOL_DISCOVERY | |
| name: Tool Discovery | |
| category: Search | |
| description: Discover tools | |
| supported_domains: [ai] | |
| insurance_use_cases: [] | |
| decision_types: [] | |
| governance_flags: | |
| explainable: false | |
| auditable: false | |
| - id: CAPABILITY_SEARCH | |
| name: Capability Search | |
| category: Search | |
| description: Search capabilities | |
| supported_domains: [platform] | |
| insurance_use_cases: | |
| - Platform navigation | |
| decision_types: | |
| - Selection | |
| governance_flags: | |
| explainable: true | |
| auditable: true | |
| # ----------------------------------------------------- | |
| N_SECURITY_GOVERNANCE: | |
| - id: AI_GOVERNANCE | |
| name: AI Governance | |
| category: Governance | |
| description: Governance controls | |
| supported_domains: [insurance] | |
| insurance_use_cases: | |
| - Regulatory alignment | |
| decision_types: | |
| - Compliance | |
| governance_flags: | |
| explainable: true | |
| auditable: true | |
| - id: AUDIT_LOGS | |
| name: Audit Logs | |
| category: Governance | |
| description: Full audit trails | |
| supported_domains: [insurance] | |
| insurance_use_cases: | |
| - Decision traceability | |
| decision_types: | |
| - Audit | |
| governance_flags: | |
| explainable: true | |
| auditable: true | |
| - id: XAI | |
| name: Explainability (XAI) | |
| category: Governance | |
| description: Explain decisions | |
| supported_domains: [insurance] | |
| insurance_use_cases: | |
| - Regulatory explanations | |
| decision_types: | |
| - Explanation | |
| governance_flags: | |
| explainable: true | |
| auditable: true | |
| - id: DRIFT_MONITOR | |
| name: Drift & Bias Monitoring | |
| category: Governance | |
| description: Monitor drift and bias | |
| supported_domains: [insurance] | |
| insurance_use_cases: | |
| - Model governance | |
| decision_types: | |
| - Monitoring | |
| governance_flags: | |
| explainable: true | |
| auditable: true | |
| - id: REG_COMPLIANCE | |
| name: Regulatory Compliance | |
| category: Governance | |
| description: Ensure compliance (IFRS, AML, etc.) | |
| supported_domains: [insurance] | |
| insurance_use_cases: | |
| - Legal deployment | |
| decision_types: | |
| - Compliance approval | |
| governance_flags: | |
| explainable: true | |
| auditable: true | |