Regulatory Assessment

HL-CLM-1084 PASS

TX · health · claims · decided 2026-10-03 13:28 UTC · Harborline Health Plan, Inc. (fictional)

On 2026-10-03, claims-adjud v5.1 (an internally developed system) produced 'pay' in a TX health claims transaction. Inputs included medical records, claims history. No human reviewed the output before it took effect. The outcome was not adverse to the consumer. RegBench applied 7 rule(s) in force on 2026-10-03 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 2026-10-03 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
2026-10-03
Rules version
2026.10+c4982313
Corpus snapshot
2026-10-30-9c5dad5a
Engine
regbench-engine/0.5.0 · deterministic-1
Fingerprint
cd8593de26b1262a556e877d (pattern grouping, not an integrity check)
Input digest
af41b6dbc70c034af120910b495f6747a17a8b43f6da650fbb1a804905c1a02b
Evaluated
2026-10-31 05:42:55 UTC
Exhibit C case file
yes

Ledger

Entry
#6587 · assessment · recorded 2026-10-03T13:29:37+00:00
Hash
44f28a0eb4d8cd83be983124f6ffb733ca58460adba1c919f7a6c6cd8ad8c95d
Previous
e891e020badbc6043adb3a24e1e91a98ee276342225f477f1029219638777f0d
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
pay · score 0.022
Human review
none
Adverse to consumer
False
Notice
not recorded · reasons: False · specific: False · external data disclosed: False
Appeal channel
–
Consumer token
tok_b70ea2b841