Regulatory Assessment

HL-CLM-1012 PASS

TX · health · claims · decided 2026-10-25 17:58 UTC · Harborline Health Plan, Inc. (fictional)

On 2026-10-25, claims-adjud v5.1 (an internally developed system) produced 'deny' in a TX health claims transaction. Inputs included medical records, claims history. A human reviewed the output by a adjuster. The outcome was adverse to the consumer; no notice to the consumer is recorded. RegBench applied 7 rule(s) in force on 2026-10-25 and recorded no findings.

PASS: 0 finding(s) under rules 2026.10+c4982313, corpus 2026-10-30-9c5dad5a. No configured check fired; the case file is recorded. This is not a compliance conclusion.

Coverage: supported. 6 state-specific and 0 general black-letter rule(s) applied to this TX health claims transaction. Only the configured checks were run; a result is not a legal opinion on compliance. 7 of 30 rules applied.

Evidence (carrier asserted). Supplied by the carrier and not verified by RegBench: ai_system.governance_attested, ai_system.model_doc_ref, ai_system.testing_report_ref.

Findings (0)

No configured check fired under the rules in force on 2026-10-25 for this state, line and stage. That is not a compliance conclusion; the case file is recorded all the same.

Point in time

Law as of: 2026-10-25
Rules version: 2026.10+c4982313
Corpus snapshot: 2026-10-30-9c5dad5a
Engine: regbench-engine/0.5.0 · deterministic-1
Fingerprint: 82f49bceb4717c078a861bf2 (pattern grouping, not an integrity check)
Input digest: 8c7ea5b60dd6b99fe78a3283ed4a8557ff312bcbcb5263ff917c479c5dd3b0b0
Evaluated: 2026-10-31 05:42:55 UTC
Exhibit C case file: yes

Ledger

Entry: #6515 · assessment · recorded 2026-10-25T18:02:24+00:00
Hash: 962cb92a3e366b309994d8dc8ad6b70a2cceb0f33ac337505cd1f7c708ac889e
Previous: 73e320027ad0563a3d2ae3b9e0786a1b4fa2e3e1b0c980930104810a692c3885
Stored copy intact: yes, hashes match
Assessed input intact: yes, revision 1 matches the input digest

Verify the whole chain Case file JSON

Carrier review

No review item: the disposition was PASS.

Recorded facts revision 1

As asserted by the carrier. References are recorded, not verified: RegBench holds no copy of the documents they name.

AI system: claims-adjud v5.1 · internal · high-risk class: claims
Governance attested: True
Testing report: test://harborline/claims-adjud/2026Q1
Model documentation: doc://harborline/claims-adjud/5.1
Feature classes: medical_records, claims_history
Protected factors used: none
External data (ECDIS): False
Consumer report / credit: False / False
Data sources: none recorded

Decision: deny · score 0.663 · codes E-114
Human review: yes (adjuster)
Adverse to consumer: True
Notice: not recorded · reasons: True · specific: False · external data disclosed: False
Appeal channel: –
Consumer token: tok_832208ebcc