financial · NAIC Model Bulletin · EU AI Act Annex III · Colorado AI Act
Reinsurance CAT Modeling AI
CAT model AI update — reinsurer owns reserve miss
—NAIC catastrophe modeling AI
Regulatory exposure — commonly overlooked:
Cedents trust model — cannot reproduce AI assumption chain · Federal agencies disagree on AI approach — but examiners agree internal logs are insufficient.
TAM / Exposure
$600B global reinsurance
Insurance lines
E&O · Cyber · Sector liability
Exhibit authority
US Federal Exhibit — Reinsurance CAT Modeling AI External Validation Pack
Global leaders
Munich Re · Swiss Re · RMS · NAIC · FTC · EEOC · CFPB · NIST
Ian / Ida lessons
Model miss = solvency event — AI model change control critical.
Munich Re aiSure
Needs behavioral data Velaru asymmetry feed provides
[United States (Federal)] Agency pincer
FTC, CFPB, EEOC, and DOJ all active on AI — one receipt chain satisfies cross-agency discovery.
[United States (Federal)] Federal preemption fight
State laws filling void — multistate operators need jurisdiction-tagged receipts.
[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 →