← Mandate Registry · 7 mandate layers · veterinary_triage

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 · Federal agencies disagree on AI approach — but examiners agree internal logs are insufficient.

TAM / Exposure

$60B US vet services

Insurance lines

E&O · Cyber · Sector liability

Exhibit authority

US Federal Exhibit — Veterinary Triage AI External Validation Pack

Global leaders

Trupanion · Chewy Vet · AVMA · NAIC · FTC · EEOC · CFPB · NIST

Pet insurance boom

$4B US pet insurance — AI triage in every claim file.

Televet liability

Async AI triage crossing state vet license lines

[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 Clock Countdown to operative regulatory deadline — NAIC adoption, GSE mandate, EU transposition. Open →

Domain Classifier Industry-specific SAFE/CRISIS/VIOLATION with regulatory framework mapping. Open →

Exhibit / Filing Pack Regulator-ready external validation — NAIC Exhibit D, Fannie QC, EU FRIA, FDA Part 11. Open →

Mandate Registry Enroll deployers/insureds under vertical-specific governance mandate. Open →

Bind / Action Gate ALLOW/BLOCK before consequential action — bind policy, sell loan, deactivate worker. Open →

Compliance Certificate Deployer-facing downloadable cert — forward to counsel, auditor, regulator. Open →

Actuarial / Risk Feed Anonymized asymmetry signals for pricing, reserving, reinsurance correlation. Open →

Run veterinary_triage demo Regulatory calendar Download exhibit pack Verify independently