{
  "schema_version": "1.0",
  "table": "interactions",
  "period": "2026-02",
  "synthetic": true,
  "records": [
    {
      "id": "DSP-2026-02-0006",
      "customer_id": "ACCT-2005",
      "date": "2026-02-01",
      "source": "dispute",
      "category": "processing question",
      "status": "review",
      "outcome": "research",
      "effort_score": "5",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "data-quality-gap",
      "detail": "Transaction descriptor and reference fields are incomplete.",
      "quote": "Complete data before case response.",
      "source_record_id": "DSP-2026-02-0006",
      "source_table": "dispute-cases",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DSP-2026-02-0028",
      "customer_id": "ACCT-2027",
      "date": "2026-02-01",
      "source": "dispute",
      "category": "duplicate claim",
      "status": "approved",
      "outcome": "represented",
      "effort_score": "3",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Evidence package is complete and case is ready for response.",
      "quote": "Reusable evidence checklist worked.",
      "source_record_id": "DSP-2026-02-0028",
      "source_table": "dispute-cases",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "FUND-2026-02-0002",
      "customer_id": "ACCT-1501",
      "date": "2026-02-01",
      "source": "funding",
      "category": "settled batch",
      "status": "approved",
      "outcome": "funded",
      "effort_score": "2",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Batch settled and funding was released on the expected schedule.",
      "quote": "No action required.",
      "source_record_id": "FUND-2026-02-0002",
      "source_table": "settlement-funding",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "FUND-2026-02-0017",
      "customer_id": "ACCT-0016",
      "date": "2026-02-01",
      "source": "funding",
      "category": "settled batch",
      "status": "approved",
      "outcome": "funded",
      "effort_score": "2",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Batch settled and funding was released on the expected schedule.",
      "quote": "No action required.",
      "source_record_id": "FUND-2026-02-0017",
      "source_table": "settlement-funding",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "FUND-2026-02-0025",
      "customer_id": "ACCT-0020",
      "date": "2026-02-01",
      "source": "funding",
      "category": "settled batch",
      "status": "approved",
      "outcome": "funded",
      "effort_score": "2",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Batch settled and funding was released on the expected schedule.",
      "quote": "No action required.",
      "source_record_id": "FUND-2026-02-0025",
      "source_table": "settlement-funding",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "RISK-2026-02-0010",
      "customer_id": "ACCT-2509",
      "date": "2026-02-01",
      "source": "risk",
      "category": "velocity",
      "status": "review",
      "outcome": "manual-review",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "risk-review",
      "detail": "Velocity rule triggered and needs review before future routing changes.",
      "quote": "Compare to account baseline.",
      "source_record_id": "RISK-2026-02-0010",
      "source_table": "risk-rule-signals",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "RISK-2026-02-0020",
      "customer_id": "ACCT-2519",
      "date": "2026-02-01",
      "source": "risk",
      "category": "location",
      "status": "approved",
      "outcome": "accepted",
      "effort_score": "3",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Location signal matched expected account behavior.",
      "quote": "No tuning needed.",
      "source_record_id": "RISK-2026-02-0020",
      "source_table": "risk-rule-signals",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "RISK-2026-02-0030",
      "customer_id": "ACCT-2529",
      "date": "2026-02-01",
      "source": "risk",
      "category": "identity",
      "status": "declined",
      "outcome": "blocked",
      "effort_score": "7",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "decline-pattern",
      "detail": "Identity rule blocks repeated attempts in the same account cluster.",
      "quote": "Review communication and remediation path.",
      "source_record_id": "RISK-2026-02-0030",
      "source_table": "risk-rule-signals",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0038",
      "customer_id": "ACCT-1037",
      "date": "2026-02-01",
      "source": "authorization",
      "category": "recurring",
      "status": "review",
      "outcome": "manual-review",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "risk-review",
      "detail": "Transaction moved to review after rule and account-history checks.",
      "quote": "Review before retry guidance.",
      "source_record_id": "TXN-2026-02-0038",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0060",
      "customer_id": "ACCT-1059",
      "date": "2026-02-01",
      "source": "authorization",
      "category": "keyed",
      "status": "declined",
      "outcome": "issuer-decline",
      "effort_score": "5",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "decline-pattern",
      "detail": "Repeated declines appear for a similar channel and account segment.",
      "quote": "Needs decline reason review.",
      "source_record_id": "TXN-2026-02-0060",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "FUND-2026-02-0021",
      "customer_id": "ACCT-0018",
      "date": "2026-02-02",
      "source": "funding",
      "category": "pending release",
      "status": "review",
      "outcome": "watch",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "funding-delay",
      "detail": "Funding is pending beyond the expected release window.",
      "quote": "Assign an owner and expected resolution date.",
      "source_record_id": "FUND-2026-02-0021",
      "source_table": "settlement-funding",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "RISK-2026-02-0028",
      "customer_id": "ACCT-2527",
      "date": "2026-02-02",
      "source": "risk",
      "category": "location",
      "status": "approved",
      "outcome": "accepted",
      "effort_score": "3",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Location signal matched expected account behavior.",
      "quote": "No tuning needed.",
      "source_record_id": "RISK-2026-02-0028",
      "source_table": "risk-rule-signals",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0040",
      "customer_id": "ACCT-1039",
      "date": "2026-02-02",
      "source": "authorization",
      "category": "wallet",
      "status": "approved",
      "outcome": "authorized",
      "effort_score": "3",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "data-quality-gap",
      "detail": "Approval succeeded but optional wallet metadata is incomplete.",
      "quote": "Complete field mapping before trend analysis.",
      "source_record_id": "TXN-2026-02-0040",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0046",
      "customer_id": "ACCT-1045",
      "date": "2026-02-02",
      "source": "authorization",
      "category": "recurring",
      "status": "review",
      "outcome": "manual-review",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "risk-review",
      "detail": "Transaction moved to review after rule and account-history checks.",
      "quote": "Review before retry guidance.",
      "source_record_id": "TXN-2026-02-0046",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0053",
      "customer_id": "ACCT-0027",
      "date": "2026-02-02",
      "source": "authorization",
      "category": "keyed",
      "status": "declined",
      "outcome": "issuer-decline",
      "effort_score": "5",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "decline-pattern",
      "detail": "Repeated declines appear for a similar channel and account segment.",
      "quote": "Needs decline reason review.",
      "source_record_id": "TXN-2026-02-0053",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DQ-2026-02-0001",
      "customer_id": "ACCT-0029",
      "date": "2026-02-03",
      "source": "data-quality",
      "category": "descriptor",
      "status": "review",
      "outcome": "missing-fields",
      "effort_score": "5",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "data-quality-gap",
      "detail": "Descriptor fields are missing from a subset of transaction records.",
      "quote": "Required before merchant-facing analysis.",
      "source_record_id": "DQ-2026-02-0001",
      "source_table": "data-quality",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DQ-2026-02-0003",
      "customer_id": "ACCT-0005",
      "date": "2026-02-03",
      "source": "data-quality",
      "category": "descriptor",
      "status": "review",
      "outcome": "missing-fields",
      "effort_score": "5",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "data-quality-gap",
      "detail": "Descriptor fields are missing from a subset of transaction records.",
      "quote": "Required before merchant-facing analysis.",
      "source_record_id": "DQ-2026-02-0003",
      "source_table": "data-quality",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DQ-2026-02-0023",
      "customer_id": "ACCT-0015",
      "date": "2026-02-03",
      "source": "data-quality",
      "category": "risk metadata",
      "status": "approved",
      "outcome": "complete",
      "effort_score": "2",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Risk metadata is complete for the sampled records.",
      "quote": "Suitable for trend analysis.",
      "source_record_id": "DQ-2026-02-0023",
      "source_table": "data-quality",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DQ-2026-02-0024",
      "customer_id": "ACCT-3023",
      "date": "2026-02-03",
      "source": "data-quality",
      "category": "dispute link",
      "status": "review",
      "outcome": "missing-link",
      "effort_score": "5",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "dispute-risk",
      "detail": "Dispute link is missing for records that need case evidence.",
      "quote": "Join repair required before case automation.",
      "source_record_id": "DQ-2026-02-0024",
      "source_table": "data-quality",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DQ-2026-02-0025",
      "customer_id": "ACCT-0041",
      "date": "2026-02-03",
      "source": "data-quality",
      "category": "descriptor",
      "status": "review",
      "outcome": "missing-fields",
      "effort_score": "5",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "data-quality-gap",
      "detail": "Descriptor fields are missing from a subset of transaction records.",
      "quote": "Required before merchant-facing analysis.",
      "source_record_id": "DQ-2026-02-0025",
      "source_table": "data-quality",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DSP-2026-02-0013",
      "customer_id": "ACCT-0021",
      "date": "2026-02-03",
      "source": "dispute",
      "category": "duplicate claim",
      "status": "approved",
      "outcome": "represented",
      "effort_score": "3",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Evidence package is complete and case is ready for response.",
      "quote": "Reusable evidence checklist worked.",
      "source_record_id": "DSP-2026-02-0013",
      "source_table": "dispute-cases",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "FUND-2026-02-0023",
      "customer_id": "ACCT-0044",
      "date": "2026-02-03",
      "source": "funding",
      "category": "reconciliation",
      "status": "review",
      "outcome": "reconcile",
      "effort_score": "5",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "data-quality-gap",
      "detail": "Settlement total and funding ledger need reconciliation notes.",
      "quote": "Missing reference fields reduce confidence.",
      "source_record_id": "FUND-2026-02-0023",
      "source_table": "settlement-funding",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0058",
      "customer_id": "ACCT-1057",
      "date": "2026-02-03",
      "source": "authorization",
      "category": "online",
      "status": "approved",
      "outcome": "authorized",
      "effort_score": "2",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Authorization approved with complete transaction metadata.",
      "quote": "Routine approval path.",
      "source_record_id": "TXN-2026-02-0058",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DQ-2026-02-0012",
      "customer_id": "ACCT-3011",
      "date": "2026-02-04",
      "source": "data-quality",
      "category": "funding reference",
      "status": "review",
      "outcome": "inconsistent",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "funding-delay",
      "detail": "Funding reference values are inconsistent across settlement records.",
      "quote": "Blocks reliable funding watch-list reporting.",
      "source_record_id": "DQ-2026-02-0012",
      "source_table": "data-quality",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DQ-2026-02-0021",
      "customer_id": "ACCT-0039",
      "date": "2026-02-04",
      "source": "data-quality",
      "category": "funding reference",
      "status": "review",
      "outcome": "inconsistent",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "funding-delay",
      "detail": "Funding reference values are inconsistent across settlement records.",
      "quote": "Blocks reliable funding watch-list reporting.",
      "source_record_id": "DQ-2026-02-0021",
      "source_table": "data-quality",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "FUND-2026-02-0028",
      "customer_id": "ACCT-1527",
      "date": "2026-02-04",
      "source": "funding",
      "category": "pending release",
      "status": "review",
      "outcome": "watch",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "funding-delay",
      "detail": "Funding is pending beyond the expected release window.",
      "quote": "Assign an owner and expected resolution date.",
      "source_record_id": "FUND-2026-02-0028",
      "source_table": "settlement-funding",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "RISK-2026-02-0005",
      "customer_id": "ACCT-0024",
      "date": "2026-02-04",
      "source": "risk",
      "category": "location",
      "status": "approved",
      "outcome": "accepted",
      "effort_score": "3",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Location signal matched expected account behavior.",
      "quote": "No tuning needed.",
      "source_record_id": "RISK-2026-02-0005",
      "source_table": "risk-rule-signals",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "RISK-2026-02-0008",
      "customer_id": "ACCT-2507",
      "date": "2026-02-04",
      "source": "risk",
      "category": "custom rule",
      "status": "review",
      "outcome": "unknown",
      "effort_score": "5",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "data-quality-gap",
      "detail": "Rule label is present but owner and rationale are missing.",
      "quote": "Add rule metadata before automation.",
      "source_record_id": "RISK-2026-02-0008",
      "source_table": "risk-rule-signals",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DQ-2026-02-0030",
      "customer_id": "ACCT-3029",
      "date": "2026-02-05",
      "source": "data-quality",
      "category": "risk metadata",
      "status": "approved",
      "outcome": "complete",
      "effort_score": "2",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Risk metadata is complete for the sampled records.",
      "quote": "Suitable for trend analysis.",
      "source_record_id": "DQ-2026-02-0030",
      "source_table": "data-quality",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DSP-2026-02-0001",
      "customer_id": "ACCT-0015",
      "date": "2026-02-05",
      "source": "dispute",
      "category": "service not recognized",
      "status": "review",
      "outcome": "evidence-needed",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "dispute-risk",
      "detail": "Dispute case needs packaged evidence before the response window tightens.",
      "quote": "Prepare receipts and communication history.",
      "source_record_id": "DSP-2026-02-0001",
      "source_table": "dispute-cases",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DSP-2026-02-0015",
      "customer_id": "ACCT-0047",
      "date": "2026-02-05",
      "source": "dispute",
      "category": "fraud claim",
      "status": "review",
      "outcome": "risk-review",
      "effort_score": "7",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "dispute-risk",
      "detail": "Fraud-related dispute needs risk and operations coordination.",
      "quote": "Escalate to the dispute review lane.",
      "source_record_id": "DSP-2026-02-0015",
      "source_table": "dispute-cases",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "FUND-2026-02-0001",
      "customer_id": "ACCT-0008",
      "date": "2026-02-05",
      "source": "funding",
      "category": "settled batch",
      "status": "approved",
      "outcome": "funded",
      "effort_score": "2",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Batch settled and funding was released on the expected schedule.",
      "quote": "No action required.",
      "source_record_id": "FUND-2026-02-0001",
      "source_table": "settlement-funding",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "FUND-2026-02-0031",
      "customer_id": "ACCT-0048",
      "date": "2026-02-05",
      "source": "funding",
      "category": "reconciliation",
      "status": "review",
      "outcome": "reconcile",
      "effort_score": "5",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "data-quality-gap",
      "detail": "Settlement total and funding ledger need reconciliation notes.",
      "quote": "Missing reference fields reduce confidence.",
      "source_record_id": "FUND-2026-02-0031",
      "source_table": "settlement-funding",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "FUND-2026-02-0039",
      "customer_id": "ACCT-0002",
      "date": "2026-02-05",
      "source": "funding",
      "category": "reconciliation",
      "status": "review",
      "outcome": "reconcile",
      "effort_score": "5",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "data-quality-gap",
      "detail": "Settlement total and funding ledger need reconciliation notes.",
      "quote": "Missing reference fields reduce confidence.",
      "source_record_id": "FUND-2026-02-0039",
      "source_table": "settlement-funding",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "RISK-2026-02-0007",
      "customer_id": "ACCT-0050",
      "date": "2026-02-05",
      "source": "risk",
      "category": "identity",
      "status": "declined",
      "outcome": "blocked",
      "effort_score": "7",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "decline-pattern",
      "detail": "Identity rule blocks repeated attempts in the same account cluster.",
      "quote": "Review communication and remediation path.",
      "source_record_id": "RISK-2026-02-0007",
      "source_table": "risk-rule-signals",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0006",
      "customer_id": "ACCT-1005",
      "date": "2026-02-05",
      "source": "authorization",
      "category": "recurring",
      "status": "review",
      "outcome": "manual-review",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "risk-review",
      "detail": "Transaction moved to review after rule and account-history checks.",
      "quote": "Review before retry guidance.",
      "source_record_id": "TXN-2026-02-0006",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0008",
      "customer_id": "ACCT-1007",
      "date": "2026-02-05",
      "source": "authorization",
      "category": "wallet",
      "status": "approved",
      "outcome": "authorized",
      "effort_score": "3",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "data-quality-gap",
      "detail": "Approval succeeded but optional wallet metadata is incomplete.",
      "quote": "Complete field mapping before trend analysis.",
      "source_record_id": "TXN-2026-02-0008",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0026",
      "customer_id": "ACCT-1025",
      "date": "2026-02-05",
      "source": "authorization",
      "category": "online",
      "status": "approved",
      "outcome": "authorized",
      "effort_score": "2",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Authorization approved with complete transaction metadata.",
      "quote": "Routine approval path.",
      "source_record_id": "TXN-2026-02-0026",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0061",
      "customer_id": "ACCT-0031",
      "date": "2026-02-05",
      "source": "authorization",
      "category": "keyed",
      "status": "declined",
      "outcome": "issuer-decline",
      "effort_score": "5",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "decline-pattern",
      "detail": "Repeated declines appear for a similar channel and account segment.",
      "quote": "Needs decline reason review.",
      "source_record_id": "TXN-2026-02-0061",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DQ-2026-02-0005",
      "customer_id": "ACCT-0031",
      "date": "2026-02-06",
      "source": "data-quality",
      "category": "funding reference",
      "status": "review",
      "outcome": "inconsistent",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "funding-delay",
      "detail": "Funding reference values are inconsistent across settlement records.",
      "quote": "Blocks reliable funding watch-list reporting.",
      "source_record_id": "DQ-2026-02-0005",
      "source_table": "data-quality",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DQ-2026-02-0018",
      "customer_id": "ACCT-3017",
      "date": "2026-02-06",
      "source": "data-quality",
      "category": "descriptor",
      "status": "review",
      "outcome": "missing-fields",
      "effort_score": "5",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "data-quality-gap",
      "detail": "Descriptor fields are missing from a subset of transaction records.",
      "quote": "Required before merchant-facing analysis.",
      "source_record_id": "DQ-2026-02-0018",
      "source_table": "data-quality",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "RISK-2026-02-0012",
      "customer_id": "ACCT-2511",
      "date": "2026-02-06",
      "source": "risk",
      "category": "location",
      "status": "approved",
      "outcome": "accepted",
      "effort_score": "3",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Location signal matched expected account behavior.",
      "quote": "No tuning needed.",
      "source_record_id": "RISK-2026-02-0012",
      "source_table": "risk-rule-signals",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "RISK-2026-02-0037",
      "customer_id": "ACCT-0040",
      "date": "2026-02-06",
      "source": "risk",
      "category": "location",
      "status": "approved",
      "outcome": "accepted",
      "effort_score": "3",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Location signal matched expected account behavior.",
      "quote": "No tuning needed.",
      "source_record_id": "RISK-2026-02-0037",
      "source_table": "risk-rule-signals",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0024",
      "customer_id": "ACCT-1023",
      "date": "2026-02-06",
      "source": "authorization",
      "category": "wallet",
      "status": "approved",
      "outcome": "authorized",
      "effort_score": "3",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "data-quality-gap",
      "detail": "Approval succeeded but optional wallet metadata is incomplete.",
      "quote": "Complete field mapping before trend analysis.",
      "source_record_id": "TXN-2026-02-0024",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DQ-2026-02-0019",
      "customer_id": "ACCT-0013",
      "date": "2026-02-07",
      "source": "data-quality",
      "category": "descriptor",
      "status": "review",
      "outcome": "missing-fields",
      "effort_score": "5",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "data-quality-gap",
      "detail": "Descriptor fields are missing from a subset of transaction records.",
      "quote": "Required before merchant-facing analysis.",
      "source_record_id": "DQ-2026-02-0019",
      "source_table": "data-quality",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DSP-2026-02-0014",
      "customer_id": "ACCT-2013",
      "date": "2026-02-07",
      "source": "dispute",
      "category": "processing question",
      "status": "review",
      "outcome": "research",
      "effort_score": "5",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "data-quality-gap",
      "detail": "Transaction descriptor and reference fields are incomplete.",
      "quote": "Complete data before case response.",
      "source_record_id": "DSP-2026-02-0014",
      "source_table": "dispute-cases",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DSP-2026-02-0019",
      "customer_id": "ACCT-0049",
      "date": "2026-02-07",
      "source": "dispute",
      "category": "service not recognized",
      "status": "review",
      "outcome": "evidence-needed",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "dispute-risk",
      "detail": "Dispute case needs packaged evidence before the response window tightens.",
      "quote": "Prepare receipts and communication history.",
      "source_record_id": "DSP-2026-02-0019",
      "source_table": "dispute-cases",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DSP-2026-02-0030",
      "customer_id": "ACCT-2029",
      "date": "2026-02-07",
      "source": "dispute",
      "category": "processing question",
      "status": "review",
      "outcome": "research",
      "effort_score": "5",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "data-quality-gap",
      "detail": "Transaction descriptor and reference fields are incomplete.",
      "quote": "Complete data before case response.",
      "source_record_id": "DSP-2026-02-0030",
      "source_table": "dispute-cases",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "FUND-2026-02-0020",
      "customer_id": "ACCT-1519",
      "date": "2026-02-07",
      "source": "funding",
      "category": "pending release",
      "status": "review",
      "outcome": "watch",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "funding-delay",
      "detail": "Funding is pending beyond the expected release window.",
      "quote": "Assign an owner and expected resolution date.",
      "source_record_id": "FUND-2026-02-0020",
      "source_table": "settlement-funding",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "FUND-2026-02-0024",
      "customer_id": "ACCT-1523",
      "date": "2026-02-07",
      "source": "funding",
      "category": "returned item",
      "status": "declined",
      "outcome": "return-review",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "funding-delay",
      "detail": "Returned funding item requires account-team follow-up.",
      "quote": "Do not mark complete until return path is documented.",
      "source_record_id": "FUND-2026-02-0024",
      "source_table": "settlement-funding",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "RISK-2026-02-0009",
      "customer_id": "ACCT-0026",
      "date": "2026-02-07",
      "source": "risk",
      "category": "velocity",
      "status": "review",
      "outcome": "manual-review",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "risk-review",
      "detail": "Velocity rule triggered and needs review before future routing changes.",
      "quote": "Compare to account baseline.",
      "source_record_id": "RISK-2026-02-0009",
      "source_table": "risk-rule-signals",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "RISK-2026-02-0033",
      "customer_id": "ACCT-0038",
      "date": "2026-02-07",
      "source": "risk",
      "category": "velocity",
      "status": "review",
      "outcome": "manual-review",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "risk-review",
      "detail": "Velocity rule triggered and needs review before future routing changes.",
      "quote": "Compare to account baseline.",
      "source_record_id": "RISK-2026-02-0033",
      "source_table": "risk-rule-signals",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0014",
      "customer_id": "ACCT-1013",
      "date": "2026-02-07",
      "source": "authorization",
      "category": "recurring",
      "status": "review",
      "outcome": "manual-review",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "risk-review",
      "detail": "Transaction moved to review after rule and account-history checks.",
      "quote": "Review before retry guidance.",
      "source_record_id": "TXN-2026-02-0014",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0021",
      "customer_id": "ACCT-0011",
      "date": "2026-02-07",
      "source": "authorization",
      "category": "keyed",
      "status": "declined",
      "outcome": "issuer-decline",
      "effort_score": "5",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "decline-pattern",
      "detail": "Repeated declines appear for a similar channel and account segment.",
      "quote": "Needs decline reason review.",
      "source_record_id": "TXN-2026-02-0021",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0041",
      "customer_id": "ACCT-0021",
      "date": "2026-02-07",
      "source": "authorization",
      "category": "online",
      "status": "approved",
      "outcome": "authorized",
      "effort_score": "2",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Authorization approved with complete transaction metadata.",
      "quote": "Routine approval path.",
      "source_record_id": "TXN-2026-02-0041",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0047",
      "customer_id": "ACCT-0049",
      "date": "2026-02-07",
      "source": "authorization",
      "category": "recurring",
      "status": "review",
      "outcome": "manual-review",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "risk-review",
      "detail": "Transaction moved to review after rule and account-history checks.",
      "quote": "Review before retry guidance.",
      "source_record_id": "TXN-2026-02-0047",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0064",
      "customer_id": "ACCT-1063",
      "date": "2026-02-07",
      "source": "authorization",
      "category": "wallet",
      "status": "approved",
      "outcome": "authorized",
      "effort_score": "3",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "data-quality-gap",
      "detail": "Approval succeeded but optional wallet metadata is incomplete.",
      "quote": "Complete field mapping before trend analysis.",
      "source_record_id": "TXN-2026-02-0064",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DQ-2026-02-0029",
      "customer_id": "ACCT-0043",
      "date": "2026-02-08",
      "source": "data-quality",
      "category": "funding reference",
      "status": "review",
      "outcome": "inconsistent",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "funding-delay",
      "detail": "Funding reference values are inconsistent across settlement records.",
      "quote": "Blocks reliable funding watch-list reporting.",
      "source_record_id": "DQ-2026-02-0029",
      "source_table": "data-quality",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "FUND-2026-02-0006",
      "customer_id": "ACCT-1505",
      "date": "2026-02-08",
      "source": "funding",
      "category": "pending release",
      "status": "review",
      "outcome": "watch",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "funding-delay",
      "detail": "Funding is pending beyond the expected release window.",
      "quote": "Assign an owner and expected resolution date.",
      "source_record_id": "FUND-2026-02-0006",
      "source_table": "settlement-funding",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "FUND-2026-02-0013",
      "customer_id": "ACCT-0014",
      "date": "2026-02-08",
      "source": "funding",
      "category": "pending release",
      "status": "review",
      "outcome": "watch",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "funding-delay",
      "detail": "Funding is pending beyond the expected release window.",
      "quote": "Assign an owner and expected resolution date.",
      "source_record_id": "FUND-2026-02-0013",
      "source_table": "settlement-funding",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "RISK-2026-02-0001",
      "customer_id": "ACCT-0022",
      "date": "2026-02-08",
      "source": "risk",
      "category": "velocity",
      "status": "review",
      "outcome": "manual-review",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "risk-review",
      "detail": "Velocity rule triggered and needs review before future routing changes.",
      "quote": "Compare to account baseline.",
      "source_record_id": "RISK-2026-02-0001",
      "source_table": "risk-rule-signals",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "RISK-2026-02-0027",
      "customer_id": "ACCT-0010",
      "date": "2026-02-08",
      "source": "risk",
      "category": "velocity",
      "status": "review",
      "outcome": "manual-review",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "risk-review",
      "detail": "Velocity rule triggered and needs review before future routing changes.",
      "quote": "Compare to account baseline.",
      "source_record_id": "RISK-2026-02-0027",
      "source_table": "risk-rule-signals",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "RISK-2026-02-0035",
      "customer_id": "ACCT-0014",
      "date": "2026-02-08",
      "source": "risk",
      "category": "velocity",
      "status": "review",
      "outcome": "manual-review",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "risk-review",
      "detail": "Velocity rule triggered and needs review before future routing changes.",
      "quote": "Compare to account baseline.",
      "source_record_id": "RISK-2026-02-0035",
      "source_table": "risk-rule-signals",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0017",
      "customer_id": "ACCT-0009",
      "date": "2026-02-08",
      "source": "authorization",
      "category": "online",
      "status": "approved",
      "outcome": "authorized",
      "effort_score": "2",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Authorization approved with complete transaction metadata.",
      "quote": "Routine approval path.",
      "source_record_id": "TXN-2026-02-0017",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0019",
      "customer_id": "ACCT-0035",
      "date": "2026-02-08",
      "source": "authorization",
      "category": "online",
      "status": "approved",
      "outcome": "authorized",
      "effort_score": "2",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Authorization approved with complete transaction metadata.",
      "quote": "Routine approval path.",
      "source_record_id": "TXN-2026-02-0019",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0022",
      "customer_id": "ACCT-1021",
      "date": "2026-02-08",
      "source": "authorization",
      "category": "recurring",
      "status": "review",
      "outcome": "manual-review",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "risk-review",
      "detail": "Transaction moved to review after rule and account-history checks.",
      "quote": "Review before retry guidance.",
      "source_record_id": "TXN-2026-02-0022",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0039",
      "customer_id": "ACCT-0045",
      "date": "2026-02-08",
      "source": "authorization",
      "category": "recurring",
      "status": "review",
      "outcome": "manual-review",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "risk-review",
      "detail": "Transaction moved to review after rule and account-history checks.",
      "quote": "Review before retry guidance.",
      "source_record_id": "TXN-2026-02-0039",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0062",
      "customer_id": "ACCT-1061",
      "date": "2026-02-08",
      "source": "authorization",
      "category": "recurring",
      "status": "review",
      "outcome": "manual-review",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "risk-review",
      "detail": "Transaction moved to review after rule and account-history checks.",
      "quote": "Review before retry guidance.",
      "source_record_id": "TXN-2026-02-0062",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DSP-2026-02-0022",
      "customer_id": "ACCT-2021",
      "date": "2026-02-09",
      "source": "dispute",
      "category": "processing question",
      "status": "review",
      "outcome": "research",
      "effort_score": "5",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "data-quality-gap",
      "detail": "Transaction descriptor and reference fields are incomplete.",
      "quote": "Complete data before case response.",
      "source_record_id": "DSP-2026-02-0022",
      "source_table": "dispute-cases",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DSP-2026-02-0031",
      "customer_id": "ACCT-0005",
      "date": "2026-02-09",
      "source": "dispute",
      "category": "fraud claim",
      "status": "review",
      "outcome": "risk-review",
      "effort_score": "7",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "dispute-risk",
      "detail": "Fraud-related dispute needs risk and operations coordination.",
      "quote": "Escalate to the dispute review lane.",
      "source_record_id": "DSP-2026-02-0031",
      "source_table": "dispute-cases",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "FUND-2026-02-0008",
      "customer_id": "ACCT-1507",
      "date": "2026-02-09",
      "source": "funding",
      "category": "returned item",
      "status": "declined",
      "outcome": "return-review",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "funding-delay",
      "detail": "Returned funding item requires account-team follow-up.",
      "quote": "Do not mark complete until return path is documented.",
      "source_record_id": "FUND-2026-02-0008",
      "source_table": "settlement-funding",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DQ-2026-02-0002",
      "customer_id": "ACCT-3001",
      "date": "2026-02-10",
      "source": "data-quality",
      "category": "descriptor",
      "status": "review",
      "outcome": "missing-fields",
      "effort_score": "5",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "data-quality-gap",
      "detail": "Descriptor fields are missing from a subset of transaction records.",
      "quote": "Required before merchant-facing analysis.",
      "source_record_id": "DQ-2026-02-0002",
      "source_table": "data-quality",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DSP-2026-02-0002",
      "customer_id": "ACCT-2001",
      "date": "2026-02-10",
      "source": "dispute",
      "category": "service not recognized",
      "status": "review",
      "outcome": "evidence-needed",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "dispute-risk",
      "detail": "Dispute case needs packaged evidence before the response window tightens.",
      "quote": "Prepare receipts and communication history.",
      "source_record_id": "DSP-2026-02-0002",
      "source_table": "dispute-cases",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DSP-2026-02-0003",
      "customer_id": "ACCT-0041",
      "date": "2026-02-10",
      "source": "dispute",
      "category": "service not recognized",
      "status": "review",
      "outcome": "evidence-needed",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "dispute-risk",
      "detail": "Dispute case needs packaged evidence before the response window tightens.",
      "quote": "Prepare receipts and communication history.",
      "source_record_id": "DSP-2026-02-0003",
      "source_table": "dispute-cases",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "FUND-2026-02-0040",
      "customer_id": "ACCT-1539",
      "date": "2026-02-10",
      "source": "funding",
      "category": "returned item",
      "status": "declined",
      "outcome": "return-review",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "funding-delay",
      "detail": "Returned funding item requires account-team follow-up.",
      "quote": "Do not mark complete until return path is documented.",
      "source_record_id": "FUND-2026-02-0040",
      "source_table": "settlement-funding",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0007",
      "customer_id": "ACCT-0029",
      "date": "2026-02-10",
      "source": "authorization",
      "category": "recurring",
      "status": "review",
      "outcome": "manual-review",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "risk-review",
      "detail": "Transaction moved to review after rule and account-history checks.",
      "quote": "Review before retry guidance.",
      "source_record_id": "TXN-2026-02-0007",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0034",
      "customer_id": "ACCT-1033",
      "date": "2026-02-10",
      "source": "authorization",
      "category": "online",
      "status": "approved",
      "outcome": "authorized",
      "effort_score": "2",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Authorization approved with complete transaction metadata.",
      "quote": "Routine approval path.",
      "source_record_id": "TXN-2026-02-0034",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DQ-2026-02-0031",
      "customer_id": "ACCT-0019",
      "date": "2026-02-11",
      "source": "data-quality",
      "category": "risk metadata",
      "status": "approved",
      "outcome": "complete",
      "effort_score": "2",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Risk metadata is complete for the sampled records.",
      "quote": "Suitable for trend analysis.",
      "source_record_id": "DQ-2026-02-0031",
      "source_table": "data-quality",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "FUND-2026-02-0004",
      "customer_id": "ACCT-1503",
      "date": "2026-02-11",
      "source": "funding",
      "category": "pending release",
      "status": "review",
      "outcome": "watch",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "funding-delay",
      "detail": "Funding is pending beyond the expected release window.",
      "quote": "Assign an owner and expected resolution date.",
      "source_record_id": "FUND-2026-02-0004",
      "source_table": "settlement-funding",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "FUND-2026-02-0027",
      "customer_id": "ACCT-0046",
      "date": "2026-02-11",
      "source": "funding",
      "category": "settled batch",
      "status": "approved",
      "outcome": "funded",
      "effort_score": "2",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Batch settled and funding was released on the expected schedule.",
      "quote": "No action required.",
      "source_record_id": "FUND-2026-02-0027",
      "source_table": "settlement-funding",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "FUND-2026-02-0037",
      "customer_id": "ACCT-0026",
      "date": "2026-02-11",
      "source": "funding",
      "category": "pending release",
      "status": "review",
      "outcome": "watch",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "funding-delay",
      "detail": "Funding is pending beyond the expected release window.",
      "quote": "Assign an owner and expected resolution date.",
      "source_record_id": "FUND-2026-02-0037",
      "source_table": "settlement-funding",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "RISK-2026-02-0018",
      "customer_id": "ACCT-2517",
      "date": "2026-02-11",
      "source": "risk",
      "category": "velocity",
      "status": "review",
      "outcome": "manual-review",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "risk-review",
      "detail": "Velocity rule triggered and needs review before future routing changes.",
      "quote": "Compare to account baseline.",
      "source_record_id": "RISK-2026-02-0018",
      "source_table": "risk-rule-signals",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "RISK-2026-02-0034",
      "customer_id": "ACCT-2533",
      "date": "2026-02-11",
      "source": "risk",
      "category": "velocity",
      "status": "review",
      "outcome": "manual-review",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "risk-review",
      "detail": "Velocity rule triggered and needs review before future routing changes.",
      "quote": "Compare to account baseline.",
      "source_record_id": "RISK-2026-02-0034",
      "source_table": "risk-rule-signals",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0044",
      "customer_id": "ACCT-1043",
      "date": "2026-02-11",
      "source": "authorization",
      "category": "keyed",
      "status": "declined",
      "outcome": "issuer-decline",
      "effort_score": "5",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "decline-pattern",
      "detail": "Repeated declines appear for a similar channel and account segment.",
      "quote": "Needs decline reason review.",
      "source_record_id": "TXN-2026-02-0044",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DQ-2026-02-0006",
      "customer_id": "ACCT-3005",
      "date": "2026-02-12",
      "source": "data-quality",
      "category": "risk metadata",
      "status": "approved",
      "outcome": "complete",
      "effort_score": "2",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Risk metadata is complete for the sampled records.",
      "quote": "Suitable for trend analysis.",
      "source_record_id": "DQ-2026-02-0006",
      "source_table": "data-quality",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DSP-2026-02-0012",
      "customer_id": "ACCT-2011",
      "date": "2026-02-12",
      "source": "dispute",
      "category": "duplicate claim",
      "status": "approved",
      "outcome": "represented",
      "effort_score": "3",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Evidence package is complete and case is ready for response.",
      "quote": "Reusable evidence checklist worked.",
      "source_record_id": "DSP-2026-02-0012",
      "source_table": "dispute-cases",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DSP-2026-02-0034",
      "customer_id": "ACCT-2033",
      "date": "2026-02-12",
      "source": "dispute",
      "category": "service not recognized",
      "status": "review",
      "outcome": "evidence-needed",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "dispute-risk",
      "detail": "Dispute case needs packaged evidence before the response window tightens.",
      "quote": "Prepare receipts and communication history.",
      "source_record_id": "DSP-2026-02-0034",
      "source_table": "dispute-cases",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "FUND-2026-02-0005",
      "customer_id": "ACCT-0010",
      "date": "2026-02-12",
      "source": "funding",
      "category": "pending release",
      "status": "review",
      "outcome": "watch",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "funding-delay",
      "detail": "Funding is pending beyond the expected release window.",
      "quote": "Assign an owner and expected resolution date.",
      "source_record_id": "FUND-2026-02-0005",
      "source_table": "settlement-funding",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "FUND-2026-02-0014",
      "customer_id": "ACCT-1513",
      "date": "2026-02-12",
      "source": "funding",
      "category": "pending release",
      "status": "review",
      "outcome": "watch",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "funding-delay",
      "detail": "Funding is pending beyond the expected release window.",
      "quote": "Assign an owner and expected resolution date.",
      "source_record_id": "FUND-2026-02-0014",
      "source_table": "settlement-funding",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "RISK-2026-02-0019",
      "customer_id": "ACCT-0006",
      "date": "2026-02-12",
      "source": "risk",
      "category": "velocity",
      "status": "review",
      "outcome": "manual-review",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "risk-review",
      "detail": "Velocity rule triggered and needs review before future routing changes.",
      "quote": "Compare to account baseline.",
      "source_record_id": "RISK-2026-02-0019",
      "source_table": "risk-rule-signals",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0004",
      "customer_id": "ACCT-1003",
      "date": "2026-02-12",
      "source": "authorization",
      "category": "keyed",
      "status": "declined",
      "outcome": "issuer-decline",
      "effort_score": "5",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "decline-pattern",
      "detail": "Repeated declines appear for a similar channel and account segment.",
      "quote": "Needs decline reason review.",
      "source_record_id": "TXN-2026-02-0004",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0023",
      "customer_id": "ACCT-0037",
      "date": "2026-02-12",
      "source": "authorization",
      "category": "recurring",
      "status": "review",
      "outcome": "manual-review",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "risk-review",
      "detail": "Transaction moved to review after rule and account-history checks.",
      "quote": "Review before retry guidance.",
      "source_record_id": "TXN-2026-02-0023",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0029",
      "customer_id": "ACCT-0015",
      "date": "2026-02-12",
      "source": "authorization",
      "category": "keyed",
      "status": "declined",
      "outcome": "issuer-decline",
      "effort_score": "5",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "decline-pattern",
      "detail": "Repeated declines appear for a similar channel and account segment.",
      "quote": "Needs decline reason review.",
      "source_record_id": "TXN-2026-02-0029",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0030",
      "customer_id": "ACCT-1029",
      "date": "2026-02-12",
      "source": "authorization",
      "category": "recurring",
      "status": "review",
      "outcome": "manual-review",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "risk-review",
      "detail": "Transaction moved to review after rule and account-history checks.",
      "quote": "Review before retry guidance.",
      "source_record_id": "TXN-2026-02-0030",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DQ-2026-02-0026",
      "customer_id": "ACCT-3025",
      "date": "2026-02-13",
      "source": "data-quality",
      "category": "descriptor",
      "status": "review",
      "outcome": "missing-fields",
      "effort_score": "5",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "data-quality-gap",
      "detail": "Descriptor fields are missing from a subset of transaction records.",
      "quote": "Required before merchant-facing analysis.",
      "source_record_id": "DQ-2026-02-0026",
      "source_table": "data-quality",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "FUND-2026-02-0022",
      "customer_id": "ACCT-1521",
      "date": "2026-02-13",
      "source": "funding",
      "category": "pending release",
      "status": "review",
      "outcome": "watch",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "funding-delay",
      "detail": "Funding is pending beyond the expected release window.",
      "quote": "Assign an owner and expected resolution date.",
      "source_record_id": "FUND-2026-02-0022",
      "source_table": "settlement-funding",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "FUND-2026-02-0033",
      "customer_id": "ACCT-0024",
      "date": "2026-02-13",
      "source": "funding",
      "category": "settled batch",
      "status": "approved",
      "outcome": "funded",
      "effort_score": "2",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Batch settled and funding was released on the expected schedule.",
      "quote": "No action required.",
      "source_record_id": "FUND-2026-02-0033",
      "source_table": "settlement-funding",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "RISK-2026-02-0015",
      "customer_id": "ACCT-0004",
      "date": "2026-02-13",
      "source": "risk",
      "category": "identity",
      "status": "declined",
      "outcome": "blocked",
      "effort_score": "7",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "decline-pattern",
      "detail": "Identity rule blocks repeated attempts in the same account cluster.",
      "quote": "Review communication and remediation path.",
      "source_record_id": "RISK-2026-02-0015",
      "source_table": "risk-rule-signals",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "RISK-2026-02-0026",
      "customer_id": "ACCT-2525",
      "date": "2026-02-13",
      "source": "risk",
      "category": "velocity",
      "status": "review",
      "outcome": "manual-review",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "risk-review",
      "detail": "Velocity rule triggered and needs review before future routing changes.",
      "quote": "Compare to account baseline.",
      "source_record_id": "RISK-2026-02-0026",
      "source_table": "risk-rule-signals",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0009",
      "customer_id": "ACCT-0005",
      "date": "2026-02-13",
      "source": "authorization",
      "category": "online",
      "status": "approved",
      "outcome": "authorized",
      "effort_score": "2",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Authorization approved with complete transaction metadata.",
      "quote": "Routine approval path.",
      "source_record_id": "TXN-2026-02-0009",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DSP-2026-02-0007",
      "customer_id": "ACCT-0043",
      "date": "2026-02-14",
      "source": "dispute",
      "category": "fraud claim",
      "status": "review",
      "outcome": "risk-review",
      "effort_score": "7",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "dispute-risk",
      "detail": "Fraud-related dispute needs risk and operations coordination.",
      "quote": "Escalate to the dispute review lane.",
      "source_record_id": "DSP-2026-02-0007",
      "source_table": "dispute-cases",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "FUND-2026-02-0003",
      "customer_id": "ACCT-0034",
      "date": "2026-02-14",
      "source": "funding",
      "category": "settled batch",
      "status": "approved",
      "outcome": "funded",
      "effort_score": "2",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Batch settled and funding was released on the expected schedule.",
      "quote": "No action required.",
      "source_record_id": "FUND-2026-02-0003",
      "source_table": "settlement-funding",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "FUND-2026-02-0018",
      "customer_id": "ACCT-1517",
      "date": "2026-02-14",
      "source": "funding",
      "category": "settled batch",
      "status": "approved",
      "outcome": "funded",
      "effort_score": "2",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Batch settled and funding was released on the expected schedule.",
      "quote": "No action required.",
      "source_record_id": "FUND-2026-02-0018",
      "source_table": "settlement-funding",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "FUND-2026-02-0034",
      "customer_id": "ACCT-1533",
      "date": "2026-02-14",
      "source": "funding",
      "category": "settled batch",
      "status": "approved",
      "outcome": "funded",
      "effort_score": "2",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Batch settled and funding was released on the expected schedule.",
      "quote": "No action required.",
      "source_record_id": "FUND-2026-02-0034",
      "source_table": "settlement-funding",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "RISK-2026-02-0004",
      "customer_id": "ACCT-2503",
      "date": "2026-02-14",
      "source": "risk",
      "category": "location",
      "status": "approved",
      "outcome": "accepted",
      "effort_score": "3",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Location signal matched expected account behavior.",
      "quote": "No tuning needed.",
      "source_record_id": "RISK-2026-02-0004",
      "source_table": "risk-rule-signals",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "RISK-2026-02-0038",
      "customer_id": "ACCT-2537",
      "date": "2026-02-14",
      "source": "risk",
      "category": "identity",
      "status": "declined",
      "outcome": "blocked",
      "effort_score": "7",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "decline-pattern",
      "detail": "Identity rule blocks repeated attempts in the same account cluster.",
      "quote": "Review communication and remediation path.",
      "source_record_id": "RISK-2026-02-0038",
      "source_table": "risk-rule-signals",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0012",
      "customer_id": "ACCT-1011",
      "date": "2026-02-14",
      "source": "authorization",
      "category": "keyed",
      "status": "declined",
      "outcome": "issuer-decline",
      "effort_score": "5",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "decline-pattern",
      "detail": "Repeated declines appear for a similar channel and account segment.",
      "quote": "Needs decline reason review.",
      "source_record_id": "TXN-2026-02-0012",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0048",
      "customer_id": "ACCT-1047",
      "date": "2026-02-14",
      "source": "authorization",
      "category": "wallet",
      "status": "approved",
      "outcome": "authorized",
      "effort_score": "3",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "data-quality-gap",
      "detail": "Approval succeeded but optional wallet metadata is incomplete.",
      "quote": "Complete field mapping before trend analysis.",
      "source_record_id": "TXN-2026-02-0048",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0049",
      "customer_id": "ACCT-0025",
      "date": "2026-02-14",
      "source": "authorization",
      "category": "online",
      "status": "approved",
      "outcome": "authorized",
      "effort_score": "2",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Authorization approved with complete transaction metadata.",
      "quote": "Routine approval path.",
      "source_record_id": "TXN-2026-02-0049",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0057",
      "customer_id": "ACCT-0029",
      "date": "2026-02-14",
      "source": "authorization",
      "category": "online",
      "status": "approved",
      "outcome": "authorized",
      "effort_score": "2",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Authorization approved with complete transaction metadata.",
      "quote": "Routine approval path.",
      "source_record_id": "TXN-2026-02-0057",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0063",
      "customer_id": "ACCT-0007",
      "date": "2026-02-14",
      "source": "authorization",
      "category": "recurring",
      "status": "review",
      "outcome": "manual-review",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "risk-review",
      "detail": "Transaction moved to review after rule and account-history checks.",
      "quote": "Review before retry guidance.",
      "source_record_id": "TXN-2026-02-0063",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DQ-2026-02-0011",
      "customer_id": "ACCT-0009",
      "date": "2026-02-15",
      "source": "data-quality",
      "category": "descriptor",
      "status": "review",
      "outcome": "missing-fields",
      "effort_score": "5",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "data-quality-gap",
      "detail": "Descriptor fields are missing from a subset of transaction records.",
      "quote": "Required before merchant-facing analysis.",
      "source_record_id": "DQ-2026-02-0011",
      "source_table": "data-quality",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DQ-2026-02-0017",
      "customer_id": "ACCT-0037",
      "date": "2026-02-15",
      "source": "data-quality",
      "category": "descriptor",
      "status": "review",
      "outcome": "missing-fields",
      "effort_score": "5",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "data-quality-gap",
      "detail": "Descriptor fields are missing from a subset of transaction records.",
      "quote": "Required before merchant-facing analysis.",
      "source_record_id": "DQ-2026-02-0017",
      "source_table": "data-quality",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DQ-2026-02-0020",
      "customer_id": "ACCT-3019",
      "date": "2026-02-15",
      "source": "data-quality",
      "category": "funding reference",
      "status": "review",
      "outcome": "inconsistent",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "funding-delay",
      "detail": "Funding reference values are inconsistent across settlement records.",
      "quote": "Blocks reliable funding watch-list reporting.",
      "source_record_id": "DQ-2026-02-0020",
      "source_table": "data-quality",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DSP-2026-02-0009",
      "customer_id": "ACCT-0019",
      "date": "2026-02-15",
      "source": "dispute",
      "category": "service not recognized",
      "status": "review",
      "outcome": "evidence-needed",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "dispute-risk",
      "detail": "Dispute case needs packaged evidence before the response window tightens.",
      "quote": "Prepare receipts and communication history.",
      "source_record_id": "DSP-2026-02-0009",
      "source_table": "dispute-cases",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DSP-2026-02-0029",
      "customer_id": "ACCT-0029",
      "date": "2026-02-15",
      "source": "dispute",
      "category": "duplicate claim",
      "status": "approved",
      "outcome": "represented",
      "effort_score": "3",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Evidence package is complete and case is ready for response.",
      "quote": "Reusable evidence checklist worked.",
      "source_record_id": "DSP-2026-02-0029",
      "source_table": "dispute-cases",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "FUND-2026-02-0041",
      "customer_id": "ACCT-0028",
      "date": "2026-02-15",
      "source": "funding",
      "category": "settled batch",
      "status": "approved",
      "outcome": "funded",
      "effort_score": "2",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Batch settled and funding was released on the expected schedule.",
      "quote": "No action required.",
      "source_record_id": "FUND-2026-02-0041",
      "source_table": "settlement-funding",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0005",
      "customer_id": "ACCT-0003",
      "date": "2026-02-15",
      "source": "authorization",
      "category": "keyed",
      "status": "declined",
      "outcome": "issuer-decline",
      "effort_score": "5",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "decline-pattern",
      "detail": "Repeated declines appear for a similar channel and account segment.",
      "quote": "Needs decline reason review.",
      "source_record_id": "TXN-2026-02-0005",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0028",
      "customer_id": "ACCT-1027",
      "date": "2026-02-15",
      "source": "authorization",
      "category": "keyed",
      "status": "declined",
      "outcome": "issuer-decline",
      "effort_score": "5",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "decline-pattern",
      "detail": "Repeated declines appear for a similar channel and account segment.",
      "quote": "Needs decline reason review.",
      "source_record_id": "TXN-2026-02-0028",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0035",
      "customer_id": "ACCT-0043",
      "date": "2026-02-15",
      "source": "authorization",
      "category": "online",
      "status": "approved",
      "outcome": "authorized",
      "effort_score": "2",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Authorization approved with complete transaction metadata.",
      "quote": "Routine approval path.",
      "source_record_id": "TXN-2026-02-0035",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "FUND-2026-02-0019",
      "customer_id": "ACCT-0042",
      "date": "2026-02-16",
      "source": "funding",
      "category": "settled batch",
      "status": "approved",
      "outcome": "funded",
      "effort_score": "2",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Batch settled and funding was released on the expected schedule.",
      "quote": "No action required.",
      "source_record_id": "FUND-2026-02-0019",
      "source_table": "settlement-funding",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0003",
      "customer_id": "ACCT-0027",
      "date": "2026-02-16",
      "source": "authorization",
      "category": "online",
      "status": "approved",
      "outcome": "authorized",
      "effort_score": "2",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Authorization approved with complete transaction metadata.",
      "quote": "Routine approval path.",
      "source_record_id": "TXN-2026-02-0003",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0050",
      "customer_id": "ACCT-1049",
      "date": "2026-02-16",
      "source": "authorization",
      "category": "online",
      "status": "approved",
      "outcome": "authorized",
      "effort_score": "2",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Authorization approved with complete transaction metadata.",
      "quote": "Routine approval path.",
      "source_record_id": "TXN-2026-02-0050",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DSP-2026-02-0008",
      "customer_id": "ACCT-2007",
      "date": "2026-02-17",
      "source": "dispute",
      "category": "fraud claim",
      "status": "review",
      "outcome": "risk-review",
      "effort_score": "7",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "dispute-risk",
      "detail": "Fraud-related dispute needs risk and operations coordination.",
      "quote": "Escalate to the dispute review lane.",
      "source_record_id": "DSP-2026-02-0008",
      "source_table": "dispute-cases",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DSP-2026-02-0017",
      "customer_id": "ACCT-0023",
      "date": "2026-02-17",
      "source": "dispute",
      "category": "service not recognized",
      "status": "review",
      "outcome": "evidence-needed",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "dispute-risk",
      "detail": "Dispute case needs packaged evidence before the response window tightens.",
      "quote": "Prepare receipts and communication history.",
      "source_record_id": "DSP-2026-02-0017",
      "source_table": "dispute-cases",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "FUND-2026-02-0012",
      "customer_id": "ACCT-1511",
      "date": "2026-02-17",
      "source": "funding",
      "category": "pending release",
      "status": "review",
      "outcome": "watch",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "funding-delay",
      "detail": "Funding is pending beyond the expected release window.",
      "quote": "Assign an owner and expected resolution date.",
      "source_record_id": "FUND-2026-02-0012",
      "source_table": "settlement-funding",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "FUND-2026-02-0032",
      "customer_id": "ACCT-1531",
      "date": "2026-02-17",
      "source": "funding",
      "category": "returned item",
      "status": "declined",
      "outcome": "return-review",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "funding-delay",
      "detail": "Returned funding item requires account-team follow-up.",
      "quote": "Do not mark complete until return path is documented.",
      "source_record_id": "FUND-2026-02-0032",
      "source_table": "settlement-funding",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "RISK-2026-02-0002",
      "customer_id": "ACCT-2501",
      "date": "2026-02-17",
      "source": "risk",
      "category": "velocity",
      "status": "review",
      "outcome": "manual-review",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "risk-review",
      "detail": "Velocity rule triggered and needs review before future routing changes.",
      "quote": "Compare to account baseline.",
      "source_record_id": "RISK-2026-02-0002",
      "source_table": "risk-rule-signals",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "RISK-2026-02-0003",
      "customer_id": "ACCT-0048",
      "date": "2026-02-17",
      "source": "risk",
      "category": "velocity",
      "status": "review",
      "outcome": "manual-review",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "risk-review",
      "detail": "Velocity rule triggered and needs review before future routing changes.",
      "quote": "Compare to account baseline.",
      "source_record_id": "RISK-2026-02-0003",
      "source_table": "risk-rule-signals",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "RISK-2026-02-0022",
      "customer_id": "ACCT-2521",
      "date": "2026-02-17",
      "source": "risk",
      "category": "identity",
      "status": "declined",
      "outcome": "blocked",
      "effort_score": "7",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "decline-pattern",
      "detail": "Identity rule blocks repeated attempts in the same account cluster.",
      "quote": "Review communication and remediation path.",
      "source_record_id": "RISK-2026-02-0022",
      "source_table": "risk-rule-signals",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0045",
      "customer_id": "ACCT-0023",
      "date": "2026-02-17",
      "source": "authorization",
      "category": "keyed",
      "status": "declined",
      "outcome": "issuer-decline",
      "effort_score": "5",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "decline-pattern",
      "detail": "Repeated declines appear for a similar channel and account segment.",
      "quote": "Needs decline reason review.",
      "source_record_id": "TXN-2026-02-0045",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0056",
      "customer_id": "ACCT-1055",
      "date": "2026-02-17",
      "source": "authorization",
      "category": "wallet",
      "status": "approved",
      "outcome": "authorized",
      "effort_score": "3",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "data-quality-gap",
      "detail": "Approval succeeded but optional wallet metadata is incomplete.",
      "quote": "Complete field mapping before trend analysis.",
      "source_record_id": "TXN-2026-02-0056",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0066",
      "customer_id": "ACCT-1065",
      "date": "2026-02-17",
      "source": "authorization",
      "category": "online",
      "status": "approved",
      "outcome": "authorized",
      "effort_score": "2",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Authorization approved with complete transaction metadata.",
      "quote": "Routine approval path.",
      "source_record_id": "TXN-2026-02-0066",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DQ-2026-02-0015",
      "customer_id": "ACCT-0011",
      "date": "2026-02-18",
      "source": "data-quality",
      "category": "risk metadata",
      "status": "approved",
      "outcome": "complete",
      "effort_score": "2",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Risk metadata is complete for the sampled records.",
      "quote": "Suitable for trend analysis.",
      "source_record_id": "DQ-2026-02-0015",
      "source_table": "data-quality",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DQ-2026-02-0016",
      "customer_id": "ACCT-3015",
      "date": "2026-02-18",
      "source": "data-quality",
      "category": "dispute link",
      "status": "review",
      "outcome": "missing-link",
      "effort_score": "5",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "dispute-risk",
      "detail": "Dispute link is missing for records that need case evidence.",
      "quote": "Join repair required before case automation.",
      "source_record_id": "DQ-2026-02-0016",
      "source_table": "data-quality",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DQ-2026-02-0027",
      "customer_id": "ACCT-0017",
      "date": "2026-02-18",
      "source": "data-quality",
      "category": "descriptor",
      "status": "review",
      "outcome": "missing-fields",
      "effort_score": "5",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "data-quality-gap",
      "detail": "Descriptor fields are missing from a subset of transaction records.",
      "quote": "Required before merchant-facing analysis.",
      "source_record_id": "DQ-2026-02-0027",
      "source_table": "data-quality",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DSP-2026-02-0005",
      "customer_id": "ACCT-0017",
      "date": "2026-02-18",
      "source": "dispute",
      "category": "duplicate claim",
      "status": "approved",
      "outcome": "represented",
      "effort_score": "3",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Evidence package is complete and case is ready for response.",
      "quote": "Reusable evidence checklist worked.",
      "source_record_id": "DSP-2026-02-0005",
      "source_table": "dispute-cases",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DSP-2026-02-0018",
      "customer_id": "ACCT-2017",
      "date": "2026-02-18",
      "source": "dispute",
      "category": "service not recognized",
      "status": "review",
      "outcome": "evidence-needed",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "dispute-risk",
      "detail": "Dispute case needs packaged evidence before the response window tightens.",
      "quote": "Prepare receipts and communication history.",
      "source_record_id": "DSP-2026-02-0018",
      "source_table": "dispute-cases",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DSP-2026-02-0020",
      "customer_id": "ACCT-2019",
      "date": "2026-02-18",
      "source": "dispute",
      "category": "duplicate claim",
      "status": "approved",
      "outcome": "represented",
      "effort_score": "3",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Evidence package is complete and case is ready for response.",
      "quote": "Reusable evidence checklist worked.",
      "source_record_id": "DSP-2026-02-0020",
      "source_table": "dispute-cases",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DSP-2026-02-0027",
      "customer_id": "ACCT-0003",
      "date": "2026-02-18",
      "source": "dispute",
      "category": "service not recognized",
      "status": "review",
      "outcome": "evidence-needed",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "dispute-risk",
      "detail": "Dispute case needs packaged evidence before the response window tightens.",
      "quote": "Prepare receipts and communication history.",
      "source_record_id": "DSP-2026-02-0027",
      "source_table": "dispute-cases",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "FUND-2026-02-0016",
      "customer_id": "ACCT-1515",
      "date": "2026-02-18",
      "source": "funding",
      "category": "returned item",
      "status": "declined",
      "outcome": "return-review",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "funding-delay",
      "detail": "Returned funding item requires account-team follow-up.",
      "quote": "Do not mark complete until return path is documented.",
      "source_record_id": "FUND-2026-02-0016",
      "source_table": "settlement-funding",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "FUND-2026-02-0043",
      "customer_id": "ACCT-0004",
      "date": "2026-02-18",
      "source": "funding",
      "category": "settled batch",
      "status": "approved",
      "outcome": "funded",
      "effort_score": "2",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Batch settled and funding was released on the expected schedule.",
      "quote": "No action required.",
      "source_record_id": "FUND-2026-02-0043",
      "source_table": "settlement-funding",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "RISK-2026-02-0032",
      "customer_id": "ACCT-2531",
      "date": "2026-02-18",
      "source": "risk",
      "category": "custom rule",
      "status": "review",
      "outcome": "unknown",
      "effort_score": "5",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "data-quality-gap",
      "detail": "Rule label is present but owner and rationale are missing.",
      "quote": "Add rule metadata before automation.",
      "source_record_id": "RISK-2026-02-0032",
      "source_table": "risk-rule-signals",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DQ-2026-02-0008",
      "customer_id": "ACCT-3007",
      "date": "2026-02-19",
      "source": "data-quality",
      "category": "dispute link",
      "status": "review",
      "outcome": "missing-link",
      "effort_score": "5",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "dispute-risk",
      "detail": "Dispute link is missing for records that need case evidence.",
      "quote": "Join repair required before case automation.",
      "source_record_id": "DQ-2026-02-0008",
      "source_table": "data-quality",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DQ-2026-02-0009",
      "customer_id": "ACCT-0033",
      "date": "2026-02-19",
      "source": "data-quality",
      "category": "descriptor",
      "status": "review",
      "outcome": "missing-fields",
      "effort_score": "5",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "data-quality-gap",
      "detail": "Descriptor fields are missing from a subset of transaction records.",
      "quote": "Required before merchant-facing analysis.",
      "source_record_id": "DQ-2026-02-0009",
      "source_table": "data-quality",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DSP-2026-02-0010",
      "customer_id": "ACCT-2009",
      "date": "2026-02-19",
      "source": "dispute",
      "category": "service not recognized",
      "status": "review",
      "outcome": "evidence-needed",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "dispute-risk",
      "detail": "Dispute case needs packaged evidence before the response window tightens.",
      "quote": "Prepare receipts and communication history.",
      "source_record_id": "DSP-2026-02-0010",
      "source_table": "dispute-cases",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DSP-2026-02-0011",
      "customer_id": "ACCT-0045",
      "date": "2026-02-19",
      "source": "dispute",
      "category": "service not recognized",
      "status": "review",
      "outcome": "evidence-needed",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "dispute-risk",
      "detail": "Dispute case needs packaged evidence before the response window tightens.",
      "quote": "Prepare receipts and communication history.",
      "source_record_id": "DSP-2026-02-0011",
      "source_table": "dispute-cases",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DSP-2026-02-0025",
      "customer_id": "ACCT-0027",
      "date": "2026-02-19",
      "source": "dispute",
      "category": "service not recognized",
      "status": "review",
      "outcome": "evidence-needed",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "dispute-risk",
      "detail": "Dispute case needs packaged evidence before the response window tightens.",
      "quote": "Prepare receipts and communication history.",
      "source_record_id": "DSP-2026-02-0025",
      "source_table": "dispute-cases",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "RISK-2026-02-0017",
      "customer_id": "ACCT-0030",
      "date": "2026-02-19",
      "source": "risk",
      "category": "velocity",
      "status": "review",
      "outcome": "manual-review",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "risk-review",
      "detail": "Velocity rule triggered and needs review before future routing changes.",
      "quote": "Compare to account baseline.",
      "source_record_id": "RISK-2026-02-0017",
      "source_table": "risk-rule-signals",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0033",
      "customer_id": "ACCT-0017",
      "date": "2026-02-19",
      "source": "authorization",
      "category": "online",
      "status": "approved",
      "outcome": "authorized",
      "effort_score": "2",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Authorization approved with complete transaction metadata.",
      "quote": "Routine approval path.",
      "source_record_id": "TXN-2026-02-0033",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0042",
      "customer_id": "ACCT-1041",
      "date": "2026-02-19",
      "source": "authorization",
      "category": "online",
      "status": "approved",
      "outcome": "authorized",
      "effort_score": "2",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Authorization approved with complete transaction metadata.",
      "quote": "Routine approval path.",
      "source_record_id": "TXN-2026-02-0042",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DQ-2026-02-0007",
      "customer_id": "ACCT-0007",
      "date": "2026-02-20",
      "source": "data-quality",
      "category": "risk metadata",
      "status": "approved",
      "outcome": "complete",
      "effort_score": "2",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Risk metadata is complete for the sampled records.",
      "quote": "Suitable for trend analysis.",
      "source_record_id": "DQ-2026-02-0007",
      "source_table": "data-quality",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DQ-2026-02-0013",
      "customer_id": "ACCT-0035",
      "date": "2026-02-20",
      "source": "data-quality",
      "category": "funding reference",
      "status": "review",
      "outcome": "inconsistent",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "funding-delay",
      "detail": "Funding reference values are inconsistent across settlement records.",
      "quote": "Blocks reliable funding watch-list reporting.",
      "source_record_id": "DQ-2026-02-0013",
      "source_table": "data-quality",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DSP-2026-02-0004",
      "customer_id": "ACCT-2003",
      "date": "2026-02-20",
      "source": "dispute",
      "category": "duplicate claim",
      "status": "approved",
      "outcome": "represented",
      "effort_score": "3",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Evidence package is complete and case is ready for response.",
      "quote": "Reusable evidence checklist worked.",
      "source_record_id": "DSP-2026-02-0004",
      "source_table": "dispute-cases",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DSP-2026-02-0016",
      "customer_id": "ACCT-2015",
      "date": "2026-02-20",
      "source": "dispute",
      "category": "fraud claim",
      "status": "review",
      "outcome": "risk-review",
      "effort_score": "7",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "dispute-risk",
      "detail": "Fraud-related dispute needs risk and operations coordination.",
      "quote": "Escalate to the dispute review lane.",
      "source_record_id": "DSP-2026-02-0016",
      "source_table": "dispute-cases",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "FUND-2026-02-0007",
      "customer_id": "ACCT-0036",
      "date": "2026-02-20",
      "source": "funding",
      "category": "reconciliation",
      "status": "review",
      "outcome": "reconcile",
      "effort_score": "5",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "data-quality-gap",
      "detail": "Settlement total and funding ledger need reconciliation notes.",
      "quote": "Missing reference fields reduce confidence.",
      "source_record_id": "FUND-2026-02-0007",
      "source_table": "settlement-funding",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "FUND-2026-02-0011",
      "customer_id": "ACCT-0038",
      "date": "2026-02-20",
      "source": "funding",
      "category": "settled batch",
      "status": "approved",
      "outcome": "funded",
      "effort_score": "2",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Batch settled and funding was released on the expected schedule.",
      "quote": "No action required.",
      "source_record_id": "FUND-2026-02-0011",
      "source_table": "settlement-funding",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "FUND-2026-02-0029",
      "customer_id": "ACCT-0022",
      "date": "2026-02-20",
      "source": "funding",
      "category": "pending release",
      "status": "review",
      "outcome": "watch",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "funding-delay",
      "detail": "Funding is pending beyond the expected release window.",
      "quote": "Assign an owner and expected resolution date.",
      "source_record_id": "FUND-2026-02-0029",
      "source_table": "settlement-funding",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "RISK-2026-02-0014",
      "customer_id": "ACCT-2513",
      "date": "2026-02-20",
      "source": "risk",
      "category": "identity",
      "status": "declined",
      "outcome": "blocked",
      "effort_score": "7",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "decline-pattern",
      "detail": "Identity rule blocks repeated attempts in the same account cluster.",
      "quote": "Review communication and remediation path.",
      "source_record_id": "RISK-2026-02-0014",
      "source_table": "risk-rule-signals",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "RISK-2026-02-0021",
      "customer_id": "ACCT-0032",
      "date": "2026-02-20",
      "source": "risk",
      "category": "location",
      "status": "approved",
      "outcome": "accepted",
      "effort_score": "3",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Location signal matched expected account behavior.",
      "quote": "No tuning needed.",
      "source_record_id": "RISK-2026-02-0021",
      "source_table": "risk-rule-signals",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0002",
      "customer_id": "ACCT-1001",
      "date": "2026-02-20",
      "source": "authorization",
      "category": "online",
      "status": "approved",
      "outcome": "authorized",
      "effort_score": "2",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Authorization approved with complete transaction metadata.",
      "quote": "Routine approval path.",
      "source_record_id": "TXN-2026-02-0002",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0016",
      "customer_id": "ACCT-1015",
      "date": "2026-02-20",
      "source": "authorization",
      "category": "wallet",
      "status": "approved",
      "outcome": "authorized",
      "effort_score": "3",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "data-quality-gap",
      "detail": "Approval succeeded but optional wallet metadata is incomplete.",
      "quote": "Complete field mapping before trend analysis.",
      "source_record_id": "TXN-2026-02-0016",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0025",
      "customer_id": "ACCT-0013",
      "date": "2026-02-20",
      "source": "authorization",
      "category": "online",
      "status": "approved",
      "outcome": "authorized",
      "effort_score": "2",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Authorization approved with complete transaction metadata.",
      "quote": "Routine approval path.",
      "source_record_id": "TXN-2026-02-0025",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0031",
      "customer_id": "ACCT-0041",
      "date": "2026-02-20",
      "source": "authorization",
      "category": "recurring",
      "status": "review",
      "outcome": "manual-review",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "risk-review",
      "detail": "Transaction moved to review after rule and account-history checks.",
      "quote": "Review before retry guidance.",
      "source_record_id": "TXN-2026-02-0031",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0036",
      "customer_id": "ACCT-1035",
      "date": "2026-02-20",
      "source": "authorization",
      "category": "keyed",
      "status": "declined",
      "outcome": "issuer-decline",
      "effort_score": "5",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "decline-pattern",
      "detail": "Repeated declines appear for a similar channel and account segment.",
      "quote": "Needs decline reason review.",
      "source_record_id": "TXN-2026-02-0036",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0043",
      "customer_id": "ACCT-0047",
      "date": "2026-02-20",
      "source": "authorization",
      "category": "online",
      "status": "approved",
      "outcome": "authorized",
      "effort_score": "2",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Authorization approved with complete transaction metadata.",
      "quote": "Routine approval path.",
      "source_record_id": "TXN-2026-02-0043",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0059",
      "customer_id": "ACCT-0005",
      "date": "2026-02-20",
      "source": "authorization",
      "category": "online",
      "status": "approved",
      "outcome": "authorized",
      "effort_score": "2",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Authorization approved with complete transaction metadata.",
      "quote": "Routine approval path.",
      "source_record_id": "TXN-2026-02-0059",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DSP-2026-02-0023",
      "customer_id": "ACCT-0001",
      "date": "2026-02-21",
      "source": "dispute",
      "category": "fraud claim",
      "status": "review",
      "outcome": "risk-review",
      "effort_score": "7",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "dispute-risk",
      "detail": "Fraud-related dispute needs risk and operations coordination.",
      "quote": "Escalate to the dispute review lane.",
      "source_record_id": "DSP-2026-02-0023",
      "source_table": "dispute-cases",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "FUND-2026-02-0015",
      "customer_id": "ACCT-0040",
      "date": "2026-02-21",
      "source": "funding",
      "category": "reconciliation",
      "status": "review",
      "outcome": "reconcile",
      "effort_score": "5",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "data-quality-gap",
      "detail": "Settlement total and funding ledger need reconciliation notes.",
      "quote": "Missing reference fields reduce confidence.",
      "source_record_id": "FUND-2026-02-0015",
      "source_table": "settlement-funding",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "FUND-2026-02-0030",
      "customer_id": "ACCT-1529",
      "date": "2026-02-21",
      "source": "funding",
      "category": "pending release",
      "status": "review",
      "outcome": "watch",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "funding-delay",
      "detail": "Funding is pending beyond the expected release window.",
      "quote": "Assign an owner and expected resolution date.",
      "source_record_id": "FUND-2026-02-0030",
      "source_table": "settlement-funding",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "FUND-2026-02-0036",
      "customer_id": "ACCT-1535",
      "date": "2026-02-21",
      "source": "funding",
      "category": "pending release",
      "status": "review",
      "outcome": "watch",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "funding-delay",
      "detail": "Funding is pending beyond the expected release window.",
      "quote": "Assign an owner and expected resolution date.",
      "source_record_id": "FUND-2026-02-0036",
      "source_table": "settlement-funding",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "RISK-2026-02-0006",
      "customer_id": "ACCT-2505",
      "date": "2026-02-21",
      "source": "risk",
      "category": "identity",
      "status": "declined",
      "outcome": "blocked",
      "effort_score": "7",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "decline-pattern",
      "detail": "Identity rule blocks repeated attempts in the same account cluster.",
      "quote": "Review communication and remediation path.",
      "source_record_id": "RISK-2026-02-0006",
      "source_table": "risk-rule-signals",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "RISK-2026-02-0011",
      "customer_id": "ACCT-0002",
      "date": "2026-02-21",
      "source": "risk",
      "category": "velocity",
      "status": "review",
      "outcome": "manual-review",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "risk-review",
      "detail": "Velocity rule triggered and needs review before future routing changes.",
      "quote": "Compare to account baseline.",
      "source_record_id": "RISK-2026-02-0011",
      "source_table": "risk-rule-signals",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "RISK-2026-02-0029",
      "customer_id": "ACCT-0036",
      "date": "2026-02-21",
      "source": "risk",
      "category": "location",
      "status": "approved",
      "outcome": "accepted",
      "effort_score": "3",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Location signal matched expected account behavior.",
      "quote": "No tuning needed.",
      "source_record_id": "RISK-2026-02-0029",
      "source_table": "risk-rule-signals",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0010",
      "customer_id": "ACCT-1009",
      "date": "2026-02-21",
      "source": "authorization",
      "category": "online",
      "status": "approved",
      "outcome": "authorized",
      "effort_score": "2",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Authorization approved with complete transaction metadata.",
      "quote": "Routine approval path.",
      "source_record_id": "TXN-2026-02-0010",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0011",
      "customer_id": "ACCT-0031",
      "date": "2026-02-21",
      "source": "authorization",
      "category": "online",
      "status": "approved",
      "outcome": "authorized",
      "effort_score": "2",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Authorization approved with complete transaction metadata.",
      "quote": "Routine approval path.",
      "source_record_id": "TXN-2026-02-0011",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DQ-2026-02-0032",
      "customer_id": "ACCT-3031",
      "date": "2026-02-22",
      "source": "data-quality",
      "category": "dispute link",
      "status": "review",
      "outcome": "missing-link",
      "effort_score": "5",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "dispute-risk",
      "detail": "Dispute link is missing for records that need case evidence.",
      "quote": "Join repair required before case automation.",
      "source_record_id": "DQ-2026-02-0032",
      "source_table": "data-quality",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DSP-2026-02-0024",
      "customer_id": "ACCT-2023",
      "date": "2026-02-22",
      "source": "dispute",
      "category": "fraud claim",
      "status": "review",
      "outcome": "risk-review",
      "effort_score": "7",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "dispute-risk",
      "detail": "Fraud-related dispute needs risk and operations coordination.",
      "quote": "Escalate to the dispute review lane.",
      "source_record_id": "DSP-2026-02-0024",
      "source_table": "dispute-cases",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "RISK-2026-02-0013",
      "customer_id": "ACCT-0028",
      "date": "2026-02-22",
      "source": "risk",
      "category": "location",
      "status": "approved",
      "outcome": "accepted",
      "effort_score": "3",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Location signal matched expected account behavior.",
      "quote": "No tuning needed.",
      "source_record_id": "RISK-2026-02-0013",
      "source_table": "risk-rule-signals",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0020",
      "customer_id": "ACCT-1019",
      "date": "2026-02-22",
      "source": "authorization",
      "category": "keyed",
      "status": "declined",
      "outcome": "issuer-decline",
      "effort_score": "5",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "decline-pattern",
      "detail": "Repeated declines appear for a similar channel and account segment.",
      "quote": "Needs decline reason review.",
      "source_record_id": "TXN-2026-02-0020",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0027",
      "customer_id": "ACCT-0039",
      "date": "2026-02-22",
      "source": "authorization",
      "category": "online",
      "status": "approved",
      "outcome": "authorized",
      "effort_score": "2",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Authorization approved with complete transaction metadata.",
      "quote": "Routine approval path.",
      "source_record_id": "TXN-2026-02-0027",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0052",
      "customer_id": "ACCT-1051",
      "date": "2026-02-22",
      "source": "authorization",
      "category": "keyed",
      "status": "declined",
      "outcome": "issuer-decline",
      "effort_score": "5",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "decline-pattern",
      "detail": "Repeated declines appear for a similar channel and account segment.",
      "quote": "Needs decline reason review.",
      "source_record_id": "TXN-2026-02-0052",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DQ-2026-02-0014",
      "customer_id": "ACCT-3013",
      "date": "2026-02-23",
      "source": "data-quality",
      "category": "risk metadata",
      "status": "approved",
      "outcome": "complete",
      "effort_score": "2",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Risk metadata is complete for the sampled records.",
      "quote": "Suitable for trend analysis.",
      "source_record_id": "DQ-2026-02-0014",
      "source_table": "data-quality",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DSP-2026-02-0021",
      "customer_id": "ACCT-0025",
      "date": "2026-02-23",
      "source": "dispute",
      "category": "duplicate claim",
      "status": "approved",
      "outcome": "represented",
      "effort_score": "3",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Evidence package is complete and case is ready for response.",
      "quote": "Reusable evidence checklist worked.",
      "source_record_id": "DSP-2026-02-0021",
      "source_table": "dispute-cases",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "FUND-2026-02-0009",
      "customer_id": "ACCT-0012",
      "date": "2026-02-23",
      "source": "funding",
      "category": "settled batch",
      "status": "approved",
      "outcome": "funded",
      "effort_score": "2",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Batch settled and funding was released on the expected schedule.",
      "quote": "No action required.",
      "source_record_id": "FUND-2026-02-0009",
      "source_table": "settlement-funding",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "FUND-2026-02-0038",
      "customer_id": "ACCT-1537",
      "date": "2026-02-23",
      "source": "funding",
      "category": "pending release",
      "status": "review",
      "outcome": "watch",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "funding-delay",
      "detail": "Funding is pending beyond the expected release window.",
      "quote": "Assign an owner and expected resolution date.",
      "source_record_id": "FUND-2026-02-0038",
      "source_table": "settlement-funding",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0065",
      "customer_id": "ACCT-0033",
      "date": "2026-02-23",
      "source": "authorization",
      "category": "online",
      "status": "approved",
      "outcome": "authorized",
      "effort_score": "2",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Authorization approved with complete transaction metadata.",
      "quote": "Routine approval path.",
      "source_record_id": "TXN-2026-02-0065",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DQ-2026-02-0022",
      "customer_id": "ACCT-3021",
      "date": "2026-02-24",
      "source": "data-quality",
      "category": "risk metadata",
      "status": "approved",
      "outcome": "complete",
      "effort_score": "2",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Risk metadata is complete for the sampled records.",
      "quote": "Suitable for trend analysis.",
      "source_record_id": "DQ-2026-02-0022",
      "source_table": "data-quality",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "FUND-2026-02-0035",
      "customer_id": "ACCT-0050",
      "date": "2026-02-24",
      "source": "funding",
      "category": "settled batch",
      "status": "approved",
      "outcome": "funded",
      "effort_score": "2",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Batch settled and funding was released on the expected schedule.",
      "quote": "No action required.",
      "source_record_id": "FUND-2026-02-0035",
      "source_table": "settlement-funding",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "RISK-2026-02-0024",
      "customer_id": "ACCT-2523",
      "date": "2026-02-24",
      "source": "risk",
      "category": "custom rule",
      "status": "review",
      "outcome": "unknown",
      "effort_score": "5",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "data-quality-gap",
      "detail": "Rule label is present but owner and rationale are missing.",
      "quote": "Add rule metadata before automation.",
      "source_record_id": "RISK-2026-02-0024",
      "source_table": "risk-rule-signals",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "RISK-2026-02-0036",
      "customer_id": "ACCT-2535",
      "date": "2026-02-24",
      "source": "risk",
      "category": "location",
      "status": "approved",
      "outcome": "accepted",
      "effort_score": "3",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Location signal matched expected account behavior.",
      "quote": "No tuning needed.",
      "source_record_id": "RISK-2026-02-0036",
      "source_table": "risk-rule-signals",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0051",
      "customer_id": "ACCT-0001",
      "date": "2026-02-24",
      "source": "authorization",
      "category": "online",
      "status": "approved",
      "outcome": "authorized",
      "effort_score": "2",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Authorization approved with complete transaction metadata.",
      "quote": "Routine approval path.",
      "source_record_id": "TXN-2026-02-0051",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DQ-2026-02-0010",
      "customer_id": "ACCT-3009",
      "date": "2026-02-25",
      "source": "data-quality",
      "category": "descriptor",
      "status": "review",
      "outcome": "missing-fields",
      "effort_score": "5",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "data-quality-gap",
      "detail": "Descriptor fields are missing from a subset of transaction records.",
      "quote": "Required before merchant-facing analysis.",
      "source_record_id": "DQ-2026-02-0010",
      "source_table": "data-quality",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DQ-2026-02-0034",
      "customer_id": "ACCT-3033",
      "date": "2026-02-25",
      "source": "data-quality",
      "category": "descriptor",
      "status": "review",
      "outcome": "missing-fields",
      "effort_score": "5",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "data-quality-gap",
      "detail": "Descriptor fields are missing from a subset of transaction records.",
      "quote": "Required before merchant-facing analysis.",
      "source_record_id": "DQ-2026-02-0034",
      "source_table": "data-quality",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DSP-2026-02-0033",
      "customer_id": "ACCT-0031",
      "date": "2026-02-25",
      "source": "dispute",
      "category": "service not recognized",
      "status": "review",
      "outcome": "evidence-needed",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "dispute-risk",
      "detail": "Dispute case needs packaged evidence before the response window tightens.",
      "quote": "Prepare receipts and communication history.",
      "source_record_id": "DSP-2026-02-0033",
      "source_table": "dispute-cases",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "FUND-2026-02-0042",
      "customer_id": "ACCT-1541",
      "date": "2026-02-25",
      "source": "funding",
      "category": "settled batch",
      "status": "approved",
      "outcome": "funded",
      "effort_score": "2",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Batch settled and funding was released on the expected schedule.",
      "quote": "No action required.",
      "source_record_id": "FUND-2026-02-0042",
      "source_table": "settlement-funding",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0015",
      "customer_id": "ACCT-0033",
      "date": "2026-02-25",
      "source": "authorization",
      "category": "recurring",
      "status": "review",
      "outcome": "manual-review",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "risk-review",
      "detail": "Transaction moved to review after rule and account-history checks.",
      "quote": "Review before retry guidance.",
      "source_record_id": "TXN-2026-02-0015",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0054",
      "customer_id": "ACCT-1053",
      "date": "2026-02-25",
      "source": "authorization",
      "category": "recurring",
      "status": "review",
      "outcome": "manual-review",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "risk-review",
      "detail": "Transaction moved to review after rule and account-history checks.",
      "quote": "Review before retry guidance.",
      "source_record_id": "TXN-2026-02-0054",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DQ-2026-02-0028",
      "customer_id": "ACCT-3027",
      "date": "2026-02-26",
      "source": "data-quality",
      "category": "funding reference",
      "status": "review",
      "outcome": "inconsistent",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "funding-delay",
      "detail": "Funding reference values are inconsistent across settlement records.",
      "quote": "Blocks reliable funding watch-list reporting.",
      "source_record_id": "DQ-2026-02-0028",
      "source_table": "data-quality",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DSP-2026-02-0026",
      "customer_id": "ACCT-2025",
      "date": "2026-02-26",
      "source": "dispute",
      "category": "service not recognized",
      "status": "review",
      "outcome": "evidence-needed",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "dispute-risk",
      "detail": "Dispute case needs packaged evidence before the response window tightens.",
      "quote": "Prepare receipts and communication history.",
      "source_record_id": "DSP-2026-02-0026",
      "source_table": "dispute-cases",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DSP-2026-02-0032",
      "customer_id": "ACCT-2031",
      "date": "2026-02-26",
      "source": "dispute",
      "category": "fraud claim",
      "status": "review",
      "outcome": "risk-review",
      "effort_score": "7",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "dispute-risk",
      "detail": "Fraud-related dispute needs risk and operations coordination.",
      "quote": "Escalate to the dispute review lane.",
      "source_record_id": "DSP-2026-02-0032",
      "source_table": "dispute-cases",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "FUND-2026-02-0026",
      "customer_id": "ACCT-1525",
      "date": "2026-02-26",
      "source": "funding",
      "category": "settled batch",
      "status": "approved",
      "outcome": "funded",
      "effort_score": "2",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Batch settled and funding was released on the expected schedule.",
      "quote": "No action required.",
      "source_record_id": "FUND-2026-02-0026",
      "source_table": "settlement-funding",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "RISK-2026-02-0016",
      "customer_id": "ACCT-2515",
      "date": "2026-02-26",
      "source": "risk",
      "category": "custom rule",
      "status": "review",
      "outcome": "unknown",
      "effort_score": "5",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "data-quality-gap",
      "detail": "Rule label is present but owner and rationale are missing.",
      "quote": "Add rule metadata before automation.",
      "source_record_id": "RISK-2026-02-0016",
      "source_table": "risk-rule-signals",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0001",
      "customer_id": "ACCT-0001",
      "date": "2026-02-26",
      "source": "authorization",
      "category": "online",
      "status": "approved",
      "outcome": "authorized",
      "effort_score": "2",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Authorization approved with complete transaction metadata.",
      "quote": "Routine approval path.",
      "source_record_id": "TXN-2026-02-0001",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0018",
      "customer_id": "ACCT-1017",
      "date": "2026-02-26",
      "source": "authorization",
      "category": "online",
      "status": "approved",
      "outcome": "authorized",
      "effort_score": "2",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Authorization approved with complete transaction metadata.",
      "quote": "Routine approval path.",
      "source_record_id": "TXN-2026-02-0018",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DQ-2026-02-0004",
      "customer_id": "ACCT-3003",
      "date": "2026-02-27",
      "source": "data-quality",
      "category": "funding reference",
      "status": "review",
      "outcome": "inconsistent",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "funding-delay",
      "detail": "Funding reference values are inconsistent across settlement records.",
      "quote": "Blocks reliable funding watch-list reporting.",
      "source_record_id": "DQ-2026-02-0004",
      "source_table": "data-quality",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "RISK-2026-02-0025",
      "customer_id": "ACCT-0034",
      "date": "2026-02-27",
      "source": "risk",
      "category": "velocity",
      "status": "review",
      "outcome": "manual-review",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "risk-review",
      "detail": "Velocity rule triggered and needs review before future routing changes.",
      "quote": "Compare to account baseline.",
      "source_record_id": "RISK-2026-02-0025",
      "source_table": "risk-rule-signals",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "RISK-2026-02-0031",
      "customer_id": "ACCT-0012",
      "date": "2026-02-27",
      "source": "risk",
      "category": "identity",
      "status": "declined",
      "outcome": "blocked",
      "effort_score": "7",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "decline-pattern",
      "detail": "Identity rule blocks repeated attempts in the same account cluster.",
      "quote": "Review communication and remediation path.",
      "source_record_id": "RISK-2026-02-0031",
      "source_table": "risk-rule-signals",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0013",
      "customer_id": "ACCT-0007",
      "date": "2026-02-27",
      "source": "authorization",
      "category": "keyed",
      "status": "declined",
      "outcome": "issuer-decline",
      "effort_score": "5",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "decline-pattern",
      "detail": "Repeated declines appear for a similar channel and account segment.",
      "quote": "Needs decline reason review.",
      "source_record_id": "TXN-2026-02-0013",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "DQ-2026-02-0033",
      "customer_id": "ACCT-0045",
      "date": "2026-02-28",
      "source": "data-quality",
      "category": "descriptor",
      "status": "review",
      "outcome": "missing-fields",
      "effort_score": "5",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "data-quality-gap",
      "detail": "Descriptor fields are missing from a subset of transaction records.",
      "quote": "Required before merchant-facing analysis.",
      "source_record_id": "DQ-2026-02-0033",
      "source_table": "data-quality",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "FUND-2026-02-0010",
      "customer_id": "ACCT-1509",
      "date": "2026-02-28",
      "source": "funding",
      "category": "settled batch",
      "status": "approved",
      "outcome": "funded",
      "effort_score": "2",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "healthy-flow",
      "detail": "Batch settled and funding was released on the expected schedule.",
      "quote": "No action required.",
      "source_record_id": "FUND-2026-02-0010",
      "source_table": "settlement-funding",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "RISK-2026-02-0023",
      "customer_id": "ACCT-0008",
      "date": "2026-02-28",
      "source": "risk",
      "category": "identity",
      "status": "declined",
      "outcome": "blocked",
      "effort_score": "7",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "decline-pattern",
      "detail": "Identity rule blocks repeated attempts in the same account cluster.",
      "quote": "Review communication and remediation path.",
      "source_record_id": "RISK-2026-02-0023",
      "source_table": "risk-rule-signals",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0032",
      "customer_id": "ACCT-1031",
      "date": "2026-02-28",
      "source": "authorization",
      "category": "wallet",
      "status": "approved",
      "outcome": "authorized",
      "effort_score": "3",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "data-quality-gap",
      "detail": "Approval succeeded but optional wallet metadata is incomplete.",
      "quote": "Complete field mapping before trend analysis.",
      "source_record_id": "TXN-2026-02-0032",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0037",
      "customer_id": "ACCT-0019",
      "date": "2026-02-28",
      "source": "authorization",
      "category": "keyed",
      "status": "declined",
      "outcome": "issuer-decline",
      "effort_score": "5",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "decline-pattern",
      "detail": "Repeated declines appear for a similar channel and account segment.",
      "quote": "Needs decline reason review.",
      "source_record_id": "TXN-2026-02-0037",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    },
    {
      "id": "TXN-2026-02-0055",
      "customer_id": "ACCT-0003",
      "date": "2026-02-28",
      "source": "authorization",
      "category": "recurring",
      "status": "review",
      "outcome": "manual-review",
      "effort_score": "6",
      "rating": "",
      "nps_score": "",
      "csat_score": "",
      "flag": "risk-review",
      "detail": "Transaction moved to review after rule and account-history checks.",
      "quote": "Review before retry guidance.",
      "source_record_id": "TXN-2026-02-0055",
      "source_table": "authorization-events",
      "period": "2026-02",
      "domain": "transaction-intelligence",
      "synthetic": "true"
    }
  ]
}