{
  "generated_at_utc": "2026-10-04T14:10:33.729193+00:00",
  "code_commit": "2475c130778d789d6a8b6466773de4052d90cb1d",
  "synthetic_only": true,
  "publications": {
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      "version": "20261003T072538295000Z",
      "sha256": "fe6909c6dafd980fc636b2087c1c411d9718ff6b4648ec35bbcdd88cf34a3072",
      "ingested_at_utc": "2026-10-03T07:27:11.277721+00:00"
    },
    "analytics.json": {
      "database": "analytics-20261004T123952685168Z.duckdb",
      "version": "20261004T123952685168Z",
      "sha256": "ebf77154028e4ce1eabe485bdbed58f9c11511254623476c69e629106b53d4ce",
      "built_at_utc": "2026-10-04T12:40:19.460593+00:00",
      "tables": {
        "collections_cases": 367229,
        "promises_to_pay": 238815,
        "contact_history": 2688337,
        "agents": 1000,
        "card_accounts": 660000,
        "loan_accounts": 404500,
        "deposit_accounts": 780000,
        "ops_events": 6,
        "metric_definitions": 15,
        "reference_documents": 19,
        "hardship_programs": 18,
        "qa_checklist": 10,
        "account_monthly_snapshot": 2883396
      },
      "quality": [
        {
          "check": "active_card_missing_dpd",
          "affected_records": 42314
        },
        {
          "check": "missing_case_dpd",
          "affected_records": 0
        },
        {
          "check": "historical_missing_dpd",
          "affected_records": 231069
        },
        {
          "check": "unparsed_snapshot_date",
          "affected_records": 0
        },
        {
          "check": "renamed_channel_rows",
          "affected_records": 19463
        },
        {
          "check": "contact_case_orphans",
          "affected_records": 26864
        },
        {
          "check": "open_case_missing_overdue",
          "affected_records": 0
        },
        {
          "check": "negative_case_overdue",
          "affected_records": 0
        },
        {
          "check": "invalid_cure_duration",
          "affected_records": 0
        },
        {
          "check": "sms_link_unknown_click_status",
          "affected_records": 0
        }
      ],
      "scope": "Current released source-record analytics. Outcome fields never enter decision features. Historical snapshots cover 2026 only."
    },
    "payments.json": {
      "database": "payments-20261003T100121445925Z.duckdb",
      "version": "20261003T100121445925Z",
      "sha256": "d2d32b8276ce363ffa7b35e0bc8b98ee8ef4d039245a4efe20b60f7f121160c4",
      "ingested_at_utc": "2026-10-03T10:01:24.518963+00:00",
      "source_rows": 12401924,
      "source_partitions": 220,
      "selected_rows": 12397,
      "duplicate_transaction_ids": 0,
      "coverage": {
        "matched_scope_complete": true,
        "reversal_scope_complete": true,
        "source_is_sampled": true
      },
      "limitations": [
        "Complete matching/reversal scope within the supplied release, not a complete bank ledger.",
        "Historical transaction availability is unknown; ingestion time is prototype knowledge time.",
        "Conflicting duplicates and unsupported allocations remain subject to per-promise validation."
      ]
    }
  },
  "tables": {
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      {
        "table": "accounts",
        "rows": 1844500,
        "columns": [
          {
            "name": "system",
            "type": "VARCHAR"
          },
          {
            "name": "account_id",
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          },
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          },
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          },
          {
            "name": "phone_raw",
            "type": "VARCHAR"
          },
          {
            "name": "postal_raw",
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          },
          {
            "name": "product_type",
            "type": "VARCHAR"
          },
          {
            "name": "currency",
            "type": "VARCHAR"
          },
          {
            "name": "account_status",
            "type": "VARCHAR"
          },
          {
            "name": "balance",
            "type": "VARCHAR"
          },
          {
            "name": "past_due_amount",
            "type": "VARCHAR"
          },
          {
            "name": "dpd",
            "type": "VARCHAR"
          },
          {
            "name": "scheduled_payment",
            "type": "VARCHAR"
          },
          {
            "name": "next_due_date",
            "type": "VARCHAR"
          }
        ]
      },
      {
        "table": "agent_notes",
        "rows": 760594,
        "columns": [
          {
            "name": "note_id",
            "type": "VARCHAR"
          },
          {
            "name": "contact_id",
            "type": "VARCHAR"
          },
          {
            "name": "case_id",
            "type": "VARCHAR"
          },
          {
            "name": "crm_customer_id",
            "type": "VARCHAR"
          },
          {
            "name": "account_id",
            "type": "VARCHAR"
          },
          {
            "name": "note_ts",
            "type": "VARCHAR"
          },
          {
            "name": "note_ts_utc",
            "type": "VARCHAR"
          },
          {
            "name": "note_type",
            "type": "VARCHAR"
          },
          {
            "name": "note_text",
            "type": "VARCHAR"
          },
          {
            "name": "last_edited_ts",
            "type": "VARCHAR"
          },
          {
            "name": "batch_id",
            "type": "VARCHAR"
          }
        ]
      },
      {
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            "name": "account_id",
            "type": "VARCHAR"
          },
          {
            "name": "candidate_client_id",
            "type": "VARCHAR"
          },
          {
            "name": "owner_count",
            "type": "BIGINT"
          },
          {
            "name": "anchor_sources",
            "type": "VARCHAR"
          }
        ]
      },
      {
        "table": "benchmark_questions",
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            "name": "question_id",
            "type": "VARCHAR"
          },
          {
            "name": "question_text",
            "type": "VARCHAR"
          },
          {
            "name": "difficulty",
            "type": "VARCHAR"
          },
          {
            "name": "metric_id",
            "type": "VARCHAR"
          },
          {
            "name": "as_of_date",
            "type": "VARCHAR"
          },
          {
            "name": "tolerance",
            "type": "VARCHAR"
          },
          {
            "name": "split",
            "type": "VARCHAR"
          }
        ]
      },
      {
        "table": "call_transcripts",
        "rows": 25000,
        "columns": [
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            "name": "transcript_id",
            "type": "VARCHAR"
          },
          {
            "name": "contact_id",
            "type": "VARCHAR"
          },
          {
            "name": "case_id",
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          },
          {
            "name": "crm_customer_id",
            "type": "VARCHAR"
          },
          {
            "name": "call_start_ts",
            "type": "VARCHAR"
          },
          {
            "name": "language",
            "type": "VARCHAR"
          },
          {
            "name": "batch_id",
            "type": "VARCHAR"
          },
          {
            "name": "file_path",
            "type": "VARCHAR"
          }
        ]
      },
      {
        "table": "card_accounts",
        "rows": 660000,
        "columns": [
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            "name": "card_account_id",
            "type": "VARCHAR"
          },
          {
            "name": "snapshot_date",
            "type": "VARCHAR"
          },
          {
            "name": "snapshot_type",
            "type": "VARCHAR"
          },
          {
            "name": "src_customer_ref",
            "type": "VARCHAR"
          },
          {
            "name": "cardholder_name_raw",
            "type": "VARCHAR"
          },
          {
            "name": "cardholder_dob_raw",
            "type": "VARCHAR"
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          {
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            "name": "product_code",
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            "name": "dpd_bucket",
            "type": "VARCHAR"
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          {
            "name": "minimum_payment_due",
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          {
            "name": "payment_due_date",
            "type": "VARCHAR"
          },
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            "name": "dispute_open_flag",
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          },
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            "name": "record_hash",
            "type": "VARCHAR"
          }
        ]
      },
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        "table": "collections_cases",
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        "columns": [
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            "name": "case_id",
            "type": "VARCHAR"
          },
          {
            "name": "coll_customer_ref",
            "type": "VARCHAR"
          },
          {
            "name": "case_open_date",
            "type": "VARCHAR"
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          {
            "name": "case_status",
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          },
          {
            "name": "primary_account_id",
            "type": "VARCHAR"
          },
          {
            "name": "primary_product",
            "type": "VARCHAR"
          },
          {
            "name": "account_ids",
            "type": "VARCHAR"
          },
          {
            "name": "current_dpd",
            "type": "VARCHAR"
          },
          {
            "name": "current_bucket",
            "type": "VARCHAR"
          },
          {
            "name": "total_overdue",
            "type": "VARCHAR"
          },
          {
            "name": "queue",
            "type": "VARCHAR"
          },
          {
            "name": "current_treatment",
            "type": "VARCHAR"
          },
          {
            "name": "current_ptp_id",
            "type": "VARCHAR"
          },
          {
            "name": "hardship_flag",
            "type": "VARCHAR"
          },
          {
            "name": "dispute_flag",
            "type": "VARCHAR"
          },
          {
            "name": "dispute_status",
            "type": "VARCHAR"
          },
          {
            "name": "cease_contact_flag",
            "type": "VARCHAR"
          },
          {
            "name": "insolvency_hold_flag",
            "type": "VARCHAR"
          },
          {
            "name": "batch_id",
            "type": "VARCHAR"
          },
          {
            "name": "extract_ts",
            "type": "VARCHAR"
          },
          {
            "name": "record_hash",
            "type": "VARCHAR"
          }
        ]
      },
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        "table": "crm_aliases",
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        "columns": [
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            "name": "crm_customer_id",
            "type": "VARCHAR"
          },
          {
            "name": "client_id",
            "type": "VARCHAR"
          },
          {
            "name": "match_method",
            "type": "VARCHAR"
          }
        ]
      },
      {
        "table": "customers",
        "rows": 1020000,
        "columns": [
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            "name": "crm_customer_id",
            "type": "VARCHAR"
          },
          {
            "name": "customer_uuid",
            "type": "VARCHAR"
          },
          {
            "name": "first_name",
            "type": "VARCHAR"
          },
          {
            "name": "last_name",
            "type": "VARCHAR"
          },
          {
            "name": "full_name_raw",
            "type": "VARCHAR"
          },
          {
            "name": "date_of_birth",
            "type": "VARCHAR"
          },
          {
            "name": "primary_phone_raw",
            "type": "VARCHAR"
          },
          {
            "name": "primary_phone_e164",
            "type": "VARCHAR"
          },
          {
            "name": "postal_code",
            "type": "VARCHAR"
          },
          {
            "name": "province_code",
            "type": "VARCHAR"
          },
          {
            "name": "time_zone",
            "type": "VARCHAR"
          },
          {
            "name": "preferred_language",
            "type": "VARCHAR"
          },
          {
            "name": "preferred_channel",
            "type": "VARCHAR"
          },
          {
            "name": "consent_call",
            "type": "VARCHAR"
          },
          {
            "name": "consent_sms",
            "type": "VARCHAR"
          },
          {
            "name": "consent_email",
            "type": "VARCHAR"
          },
          {
            "name": "cease_communication_flag",
            "type": "VARCHAR"
          },
          {
            "name": "cease_communication_date",
            "type": "VARCHAR"
          },
          {
            "name": "insolvency_filed_date",
            "type": "VARCHAR"
          },
          {
            "name": "bankruptcy_flag",
            "type": "VARCHAR"
          },
          {
            "name": "consumer_proposal_flag",
            "type": "VARCHAR"
          },
          {
            "name": "deceased_flag",
            "type": "VARCHAR"
          },
          {
            "name": "legal_representative_flag",
            "type": "VARCHAR"
          },
          {
            "name": "duplicate_of_crm_id",
            "type": "VARCHAR"
          },
          {
            "name": "customer_status",
            "type": "VARCHAR"
          },
          {
            "name": "is_deleted",
            "type": "VARCHAR"
          },
          {
            "name": "last_profile_update_ts",
            "type": "VARCHAR"
          },
          {
            "name": "batch_id",
            "type": "VARCHAR"
          },
          {
            "name": "extract_ts",
            "type": "VARCHAR"
          },
          {
            "name": "record_hash",
            "type": "VARCHAR"
          }
        ]
      },
      {
        "table": "deposit_accounts",
        "rows": 780000,
        "columns": [
          {
            "name": "deposit_account_id",
            "type": "VARCHAR"
          },
          {
            "name": "snapshot_date",
            "type": "VARCHAR"
          },
          {
            "name": "snapshot_type",
            "type": "VARCHAR"
          },
          {
            "name": "src_customer_ref",
            "type": "VARCHAR"
          },
          {
            "name": "holder_name_raw",
            "type": "VARCHAR"
          },
          {
            "name": "holder_dob_raw",
            "type": "VARCHAR"
          },
          {
            "name": "holder_phone_raw",
            "type": "VARCHAR"
          },
          {
            "name": "holder_postal_raw",
            "type": "VARCHAR"
          },
          {
            "name": "product_type",
            "type": "VARCHAR"
          },
          {
            "name": "currency",
            "type": "VARCHAR"
          },
          {
            "name": "account_status",
            "type": "VARCHAR"
          },
          {
            "name": "current_balance",
            "type": "VARCHAR"
          },
          {
            "name": "available_balance",
            "type": "VARCHAR"
          },
          {
            "name": "overdraft_used",
            "type": "VARCHAR"
          },
          {
            "name": "overdraft_dpd",
            "type": "VARCHAR"
          },
          {
            "name": "batch_id",
            "type": "VARCHAR"
          },
          {
            "name": "extract_ts",
            "type": "VARCHAR"
          },
          {
            "name": "record_hash",
            "type": "VARCHAR"
          }
        ]
      },
      {
        "table": "hardship_programs",
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        "columns": [
          {
            "name": "program_id",
            "type": "VARCHAR"
          },
          {
            "name": "version",
            "type": "VARCHAR"
          },
          {
            "name": "program_name",
            "type": "VARCHAR"
          },
          {
            "name": "product_types",
            "type": "VARCHAR"
          },
          {
            "name": "policy_section",
            "type": "VARCHAR"
          },
          {
            "name": "description",
            "type": "VARCHAR"
          },
          {
            "name": "min_hardship_level",
            "type": "VARCHAR"
          },
          {
            "name": "max_dpd",
            "type": "VARCHAR"
          },
          {
            "name": "min_months_on_book",
            "type": "VARCHAR"
          },
          {
            "name": "max_uses_12m",
            "type": "VARCHAR"
          },
          {
            "name": "excludes_insolvency",
            "type": "VARCHAR"
          },
          {
            "name": "excludes_broken_plan_90d",
            "type": "VARCHAR"
          },
          {
            "name": "requires_income_evidence",
            "type": "VARCHAR"
          },
          {
            "name": "payment_reduction_pct",
            "type": "VARCHAR"
          },
          {
            "name": "rate_override",
            "type": "VARCHAR"
          },
          {
            "name": "duration_months",
            "type": "VARCHAR"
          },
          {
            "name": "term_extension_max_months",
            "type": "VARCHAR"
          },
          {
            "name": "fees_waived_flag",
            "type": "VARCHAR"
          },
          {
            "name": "approver_level",
            "type": "VARCHAR"
          },
          {
            "name": "effective_from",
            "type": "VARCHAR"
          },
          {
            "name": "effective_to",
            "type": "VARCHAR"
          }
        ]
      },
      {
        "table": "identity_links",
        "rows": 1844500,
        "columns": [
          {
            "name": "system",
            "type": "VARCHAR"
          },
          {
            "name": "account_id",
            "type": "VARCHAR"
          },
          {
            "name": "src_customer_ref",
            "type": "VARCHAR"
          },
          {
            "name": "snapshot_date",
            "type": "VARCHAR"
          },
          {
            "name": "extract_ts",
            "type": "VARCHAR"
          },
          {
            "name": "batch_id",
            "type": "VARCHAR"
          },
          {
            "name": "snapshot_key_count",
            "type": "BIGINT"
          },
          {
            "name": "candidate_client_id",
            "type": "VARCHAR"
          },
          {
            "name": "owner_count",
            "type": "BIGINT"
          },
          {
            "name": "anchor_sources",
            "type": "VARCHAR"
          },
          {
            "name": "dob_agrees",
            "type": "BOOLEAN"
          },
          {
            "name": "phone_agrees",
            "type": "BOOLEAN"
          },
          {
            "name": "postal_agrees",
            "type": "BOOLEAN"
          },
          {
            "name": "agreement_score",
            "type": "DOUBLE"
          },
          {
            "name": "status",
            "type": "VARCHAR"
          }
        ]
      },
      {
        "table": "loan_accounts",
        "rows": 404500,
        "columns": [
          {
            "name": "loan_id",
            "type": "VARCHAR"
          },
          {
            "name": "snapshot_date",
            "type": "VARCHAR"
          },
          {
            "name": "snapshot_type",
            "type": "VARCHAR"
          },
          {
            "name": "src_customer_ref",
            "type": "VARCHAR"
          },
          {
            "name": "borrower_name_raw",
            "type": "VARCHAR"
          },
          {
            "name": "borrower_dob_raw",
            "type": "VARCHAR"
          },
          {
            "name": "borrower_phone_raw",
            "type": "VARCHAR"
          },
          {
            "name": "borrower_postal_raw",
            "type": "VARCHAR"
          },
          {
            "name": "product_type",
            "type": "VARCHAR"
          },
          {
            "name": "principal_balance",
            "type": "VARCHAR"
          },
          {
            "name": "total_outstanding",
            "type": "VARCHAR"
          },
          {
            "name": "past_due_amount",
            "type": "VARCHAR"
          },
          {
            "name": "dpd",
            "type": "VARCHAR"
          },
          {
            "name": "dpd_bucket",
            "type": "VARCHAR"
          },
          {
            "name": "scheduled_payment_amount",
            "type": "VARCHAR"
          },
          {
            "name": "next_due_date",
            "type": "VARCHAR"
          },
          {
            "name": "batch_id",
            "type": "VARCHAR"
          },
          {
            "name": "extract_ts",
            "type": "VARCHAR"
          },
          {
            "name": "record_hash",
            "type": "VARCHAR"
          }
        ]
      },
      {
        "table": "metric_definitions",
        "rows": 15,
        "columns": [
          {
            "name": "metric_id",
            "type": "VARCHAR"
          },
          {
            "name": "metric_name",
            "type": "VARCHAR"
          },
          {
            "name": "business_definition",
            "type": "VARCHAR"
          },
          {
            "name": "formula",
            "type": "VARCHAR"
          },
          {
            "name": "grain",
            "type": "VARCHAR"
          },
          {
            "name": "time_basis",
            "type": "VARCHAR"
          },
          {
            "name": "default_filters",
            "type": "VARCHAR"
          },
          {
            "name": "unit",
            "type": "VARCHAR"
          },
          {
            "name": "good_direction",
            "type": "VARCHAR"
          },
          {
            "name": "synonyms",
            "type": "VARCHAR"
          },
          {
            "name": "source_tables",
            "type": "VARCHAR"
          },
          {
            "name": "example_question",
            "type": "VARCHAR"
          },
          {
            "name": "owner",
            "type": "VARCHAR"
          },
          {
            "name": "certified_flag",
            "type": "VARCHAR"
          }
        ]
      },
      {
        "table": "ownership_anchors",
        "rows": 2404773,
        "columns": [
          {
            "name": "account_id",
            "type": "VARCHAR"
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          {
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}