financial · NAIC Model Bulletin · EU AI Act Annex III · Colorado AI Act
Reinsurance CAT Modeling AI
CAT model AI update — reinsurer owns reserve miss
—IMDA AI Verify + Model AI Governance Framework
Regulatory exposure — commonly overlooked:
Cedents trust model — cannot reproduce AI assumption chain · Singapore positions as AI hub — AI Verify program needs external validation partner architecture.
TAM / Exposure
$600B global reinsurance
Insurance lines
E&O · Cyber · Sector liability
Exhibit authority
Singapore MAS FEAT Pack — Reinsurance CAT Modeling AI External Validation Pack
Global leaders
Munich Re · Swiss Re · RMS · MAS · IMDA · DBS · Grab
Ian / Ida lessons
Model miss = solvency event — AI model change control critical.
Munich Re aiSure
Needs behavioral data Velaru asymmetry feed provides
[Singapore] MAS financial
Singapore banking AI — MAS expects explainability for credit and trading.
[Singapore] ASEAN hub
Singapore receipts accepted as regional standard across ASEAN deployments.
[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 →