tech_data · EU AI Act Article 10 · NIST AI RMF · ISO 42001
Data Poisoning / Supply Chain
Poisoned training data — prove data hash at ingestion or model compromise indefensible
—FL HB 919 AI disclosure + property insurance crisis
Regulatory exposure — commonly overlooked:
Enterprise fine-tunes on poisoned dataset — enterprise owns breach, data vendor owns ToS. · Florida property insurers using AI for claims while Citizens backs up market — AI claim denial = political lightning rod.
TAM / Exposure
Supply chain attacks on ML training · nation-state priority
Insurance lines
Cyber · E&O · Crime
Exhibit authority
Florida OIR AI Pack — Data Integrity + Poisoning Detection Pack
Global leaders
CISA · NIST · Microsoft · Google · OpenAI · Florida OIR · Citizens Property · Universal Property
SolarWinds parallel
AI supply chain compromise — receipt at data ingestion is detection point.
ISO 42001
AI management system requires data integrity controls — receipt satisfies control.
Incident response
CISA reporting — poisoned model decision receipt proves attack vector.
[Florida] Hurricane claims AI
Post-Idalia/Ian claims AI scrutiny — bad faith with AI lowball estimate.
[Florida] Surplus lines
Florida largest homeowners market collapse — AI underwriting receipt mandatory for OIR exam.
[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 →