financial · NAIC Model Bulletin · EU AI Act Annex III · Colorado AI Act
Auto Claims AI
Total loss AI estimate — insured disputes AI appraisal
—NAIC claims AI guidance
Regulatory exposure — commonly overlooked:
Carrier owns bad faith — AI vendor owns API SLA · Netherlands transposes Platform Work first — Deliveroo/Uber NL = first algorithmic management test case.
TAM / Exposure
$300B auto claims
Insurance lines
E&O · Cyber · Sector liability
Exhibit authority
Netherlands Platform Work Pack — Auto Claims AI External Validation Pack
Global leaders
State Farm · Tractable · NAIC · DNB · Adyen · Deliveroo · AP
Bad faith
AI lowball total loss — receipt of comparable analysis required.
Photo estimate
Tractable/Lemonade AI — visual hash in receipt
[Netherlands] Platform work first
NL historically aggressive on gig economy — deactivation receipt critical.
[Netherlands] DNB banking
Dutch bank AI — DNB expects model documentation in English and Dutch.
[Text / Chat] Modality hook
Baseline — all frameworks apply to text decisions.
7 mandate layers (live)
Regulatory ClockCountdown to operative regulatory deadline — NAIC adoption, GSE mandate, EU transposition.Open →
Domain ClassifierIndustry-specific SAFE/CRISIS/VIOLATION with regulatory framework mapping.Open →
Exhibit / Filing PackRegulator-ready external validation — NAIC Exhibit D, Fannie QC, EU FRIA, FDA Part 11.Open →
Mandate RegistryEnroll deployers/insureds under vertical-specific governance mandate.Open →