financial · NAIC Model Bulletin · EU AI Act Annex III · Colorado AI Act
Reinsurance CAT Modeling AI
CAT model AI update — reinsurer owns reserve miss
—EU AI Act + CNIL AI action plan
Regulatory exposure — commonly overlooked:
Cedents trust model — cannot reproduce AI assumption chain · CNIL among most aggressive EU DPAs on AI — French language audit trail required.
TAM / Exposure
$600B global reinsurance
Insurance lines
E&O · Cyber · Sector liability
Exhibit authority
France CNIL AI Pack — Reinsurance CAT Modeling AI External Validation Pack
Global leaders
Munich Re · Swiss Re · RMS · CNIL · Mistral AI · AMF · ACPR
Ian / Ida lessons
Model miss = solvency event — AI model change control critical.
Munich Re aiSure
Needs behavioral data Velaru asymmetry feed provides
[France] Sovereign AI
France pushing Mistral/sovereign stack — receipts prove which model decided.
[France] AMF scrutiny
French financial markets AI — AMF expects algorithm documentation.
[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 →