healthcare · HIPAA · FDA SaMD guidance · EU AI Act Annex III
Veterinary Triage AI
Pet insurance denies claim — prove AI triage decision
—Vet board malpractice + pet insurance
Regulatory exposure — commonly overlooked:
Trupanion owns claim denial — vet owns malpractice · Ireland DPC leads EU enforcement against US tech — AI decisions in Ireland = DPC jurisdiction.
TAM / Exposure
$60B US vet services
Insurance lines
E&O · Cyber · Sector liability
Exhibit authority
Ireland DPC AI Pack — Veterinary Triage AI External Validation Pack
Global leaders
Trupanion · Chewy Vet · AVMA · DPC · Central Bank of Ireland · Stripe EU
Pet insurance boom
$4B US pet insurance — AI triage in every claim file.
Televet liability
Async AI triage crossing state vet license lines
[Ireland] Tech HQ density
Meta, Google, Apple EU HQ — AI governance tested in Irish courts first.
[Ireland] CBI insurance
Irish insurance undertakings — Solvency II + AI governance overlap.
[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 →