PolicyDriftEngine

RB DesignTech · StartupCrafters · Workers' Compensation

Your manual
vs. the law.

The Policy Drift Engine reads a claims-handling manual against the actual regulations — every deadline, dollar cap, and standard — and reports what contradicts the rules, what's not covered at all, and the corrected language. Every finding independently verified.

Analyze your manual Live benchmarks
California 100% precision California 100% recall Texas 100% precision Texas 91% recall 51 labeled sections 31 regulations 23 drifts caught 13 independently verified zero retention

Live benchmark — planted-error corpora, no client data

Two states.
Measured, not claimed.

Public regulation corpora, synthetic TPA manuals seeded with real-world errors — including adversarial traps: paraphrased contradictions and stricter-than-required sections that must not be flagged.

California

27 manual sections · 16 regulations · engine deepinfra/moonshotai/Kimi-K2.6 + verify:claude-opus-5

Drift report
13
Drifts found
2
Coverage gaps
100%
Precision
100%
Recall

13 finding(s) adversarially verified by Claude Opus · gap recall 100%

Texas

24 manual sections · 15 regulations · engine deepinfra/moonshotai/Kimi-K2.6

Drift report
10
Drifts found
2
Coverage gaps
100%
Precision
91%
Recall

verification pending — provider capacity · gap recall 100%

Cal. Labor Code § 5401(a) Claim form delivery Cal. Labor Code § 5402(b) 90-day decision presumption Cal. Labor Code § 4650(a), (d) Temporary disability payment timing and penalty Cal. Labor Code § 4610(i) Utilization review timeframes Cal. Labor Code § 4600; § 4604.5 (MTUS) Medical treatment standard Cal. Labor Code § 5402(c) Interim medical treatment authorization 8 CCR § 9785(f) Treating physician progress reports Cal. Labor Code §§ 4453, 4653 Temporary disability rate 8 CCR § 10109 Duty to investigate Cal. Labor Code §§ 4060–4062.2 QME panel process for medical disputes 8 CCR § 14001 (Form 5020) Employer's report of occupational injury Cal. Labor Code § 4600(e)(2) Medical mileage reimbursement Cal. Labor Code § 4658.7 Supplemental job displacement benefit (SJDB) voucher Cal. Labor Code § 5814 Penalty for unreasonable delay or denial Cal. Labor Code § 4600(d) Predesignation of personal physician 8 CCR § 9812 First benefit notice timing 28 TAC § 120.2 (DWC Form-001) Employer's first report of injury Tex. Lab. Code § 409.021(a) Carrier action within 15 days Tex. Lab. Code § 409.021(c) 60-day waiver of compensability contest Tex. Lab. Code § 408.103 Temporary income benefit rate Tex. Lab. Code § 408.082 Income benefit accrual 28 TAC § 137.100 (ODG) Treatment guidelines 28 TAC § 133.240 Medical bill processing deadline Tex. Lab. Code § 409.001 Employee notice of injury 28 TAC § 134.600 Preauthorization requirements Tex. Lab. Code § 409.003 Employee claim filing deadline Tex. Lab. Code §§ 408.121, 408.126 Impairment income benefits Tex. Lab. Code § 408.142 Supplemental income benefit eligibility Tex. Lab. Code § 408.0041 Designated doctor examinations 28 TAC § 129.5 (DWC Form-073) Work status reports Tex. Lab. Code § 408.101 et seq. TIBs duration limit

Method

Three passes.
One report.

Drift detection

Every section of the manual is read against the full regulation corpus. A contradiction — wrong deadline, wrong dollar cap, weaker standard — is flagged with the exact statute it breaks and corrected replacement language.

Gap detection

Requirements no procedure covers are listed with their citations. These are the audit findings waiting to happen — visible before the auditor arrives.

Independent verify

Every drift finding is adversarially re-reviewed by a second, more capable model that tries to refute it. Only findings that survive reach the report. Precision is the product.

Put your manual on the record.

Drop in a PDF or Word manual, pick the state, get the drift report back in minutes. The document is analyzed in-flight and deleted — nothing is stored, ever.

Open the analyzer

Private pilot · request an access code: dev@rbdesigntech.com

Zero retention

Documents are analyzed in-flight and never stored. Demo corpora are built entirely from public regulations and synthetic manuals — evaluating your real manual requires nothing but the document itself, and it is discarded the moment the report renders. Regulation citations are curated excerpts; verify against current statute text before reliance.