Regulatory Assessment

HL-CLM-1047 PASS

TX · health · claims · decided 2026-10-18 02:16 UTC · Harborline Health Plan, Inc. (fictional)

On 2026-10-18, 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 2026-10-18 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 2026-10-18 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
2026-10-18
Rules version
2026.10+c4982313
Corpus snapshot
2026-10-30-9c5dad5a
Engine
regbench-engine/0.5.0 · deterministic-1
Fingerprint
e9e09064b10d6cfef670445a (pattern grouping, not an integrity check)
Input digest
5455897d4e20173e4a53a32feb239fb01a4d1fb1fdc629c72068f29b409d5032
Evaluated
2026-10-31 05:42:55 UTC
Exhibit C case file
yes

Ledger

Entry
#6550 · assessment · recorded 2026-10-18T02:19:20+00:00
Hash
0b7cbbf615363b56df3bae2ef6441b958a3d1e7a80d5d0987d0580e8ddc5a3d4
Previous
fccb369dca9ba73b5f5bf7edfc444994c81b50e7ab342c6b10898d9c5660a184
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 0.206
Human review
none
Adverse to consumer
False
Notice
not recorded · reasons: False · specific: False · external data disclosed: False
Appeal channel
–
Consumer token
tok_30cde6a18d