{"txn_id":"BB-UW-0091","assessment_id":"ra_d636da4420094461","occurred_at":"2026-10-23T19:28:22+00:00","state":"TX","line_of_business":"auto","stage":"underwriting","program_area":"Underwriting/Eligibility","ai_system":{"system_id":"uw-triage","model_version":"2.4","vendor":"internal","vendor_name":null,"high_risk_class":"underwriting"},"inputs":{"feature_classes":["application_data","claims_history","consumer_report","credit","geography"],"protected_factors_used":[],"ecdis_present":false,"consumer_report_used":true,"credit_used":true,"data_source_refs":["cra://demo-bureau/report"],"consumer_token":"tok_a605611673"},"output":{"decision":"decline","score":0.964,"reason_codes":["R12","R31"],"premium_delta_pct":null},"human_involvement":{"reviewed":true,"reviewer_role":"underwriter","overridden":false},"adverse_action":{"is_adverse":true,"notice_sent_at":"2026-10-28T19:28:22+00:00","reasons_provided":true,"specific_reasons":true,"ecdis_disclosed":false,"appeal_channel":null},"carrier_note":null,"input":{"revision":1,"current_revision":1,"input_digest":"976cf67d9a84eb77f003acb18dbc83e028e784d31075bb5cfbe142868d96c39a","digest_ok":true,"note":"input_digest is SHA-256 over the canonical JSON of the transaction revision assessed; it is inside the assessment the ledger hashes."},"assessment":{"disposition":"FLAG","coverage":{"status":"supported","state_rules_applied":6,"general_rules_applied":2,"advisory_rules_applied":3,"rules_considered":30,"rules_applied":["doctrine.unreviewed-adverse-high-risk","doctrine.zip-credit-interaction-proxy","us.fcra.adverse-action-notice","us.fcra.permissible-purpose-undocumented","precedent.ai-flagged-cancellation-without-notice","tx.544.prohibited-basis","tx.544.protected-factor-without-actuarial-support","tx.559.credit-adverse-effect-notice","tx.tdi.consequential-decision-without-human-review","tx.tdi.third-party-data-source-unrecorded","tx.traiga.ai-discrimination-context"],"statement":"6 state-specific and 2 general black-letter rule(s) applied to this TX auto underwriting transaction. Only the configured checks were run; a result is not a legal opinion on compliance."},"evidence":{"status":"carrier_asserted","asserted":["ai_system.governance_attested","ai_system.model_doc_ref","ai_system.testing_report_ref"],"missing":[],"statement":"Supplied by the carrier and not verified by RegBench: ai_system.governance_attested, ai_system.model_doc_ref, ai_system.testing_report_ref."},"summary":"FLAG: 1 finding(s) under rules 2026.10+c4982313, corpus 2026-10-30-9c5dad5a. Routed to the carrier's compliance reviewer with cited findings.","narrative":"On 2026-10-23, uw-triage v2.4 (an internally developed system) produced 'decline' in a TX auto underwriting transaction. Inputs included application data, claims history, consumer report, credit, geography. A consumer report was used. A human reviewed the output by a underwriter. The outcome was adverse to the consumer; a notice was sent on 2026-10-28 with specific reasons. RegBench applied 11 rule(s) in force on 2026-10-23 and recorded 1 finding(s); the most serious is 'Geography and credit used together in an adverse decision (proxy pattern to test at portfolio level)' (medium, L6).","findings":[{"rule_id":"doctrine.zip-credit-interaction-proxy","layer":"L6","judgment_basis":"doctrine","advisory":true,"severity":"medium","title":"Geography and credit used together in an adverse decision (proxy pattern to test at portfolio level)","required_action":"Confirm the system's portfolio outcome testing covers the geography-credit interaction; link the result.","exhibits":["C"],"content_status":"verified","citations":[{"provision_id":"naic-ai-bulletin-s3-1-ais-program","label":"NAIC Model Bulletin on the Use of AI Systems by Insurers (adopted 4 Dec 2023), Section 3, 1.0 General Guidelines — the written AIS Program","source_url":"https://content.naic.org/sites/default/files/inline-files/2023-12-4%20Model%20Bulletin_Adopted_0.pdf","verified":true}]}],"point_in_time":{"as_of":"2026-10-23","basis":"transaction_date","rules_version":"2026.10+c4982313","corpus_snapshot":"2026-10-30-9c5dad5a","engine_version":"regbench-engine/0.5.0","model_version":"deterministic-1"},"evaluated_at":"2026-10-31T05:42:52.834169+00:00","fingerprint":"9984499e2089c76a79e51c15"},"review":{"status":"resolved","outcome":"remediated","hours_to_resolve":58.8,"reviewer_role":"underwriter","resolved_at":"2026-10-26T06:19:12.868202+00:00"},"ledger":{"seq":5594,"hash":"bf20dadde2e7b4523ebd0597991bca8411eaf755aac1217318cf73a966cc571b","prev_hash":"6d5a7b88900908ac9126a116f912207cb1adb1df68edc4ae8656702d77b458c4","recorded_at":"2026-10-23T19:31:42+00:00"}}