healthcare · HIPAA · FDA SaMD guidance · EU AI Act Annex III
Healthcare AI / Medical Malpractice
Deployer owns AI failure — vendor caps liability; hospital pays claim then subrogates nothing
—UAE AI Charter + ADGM AI guidance
Regulatory exposure — commonly overlooked:
Insurers underwriting health AI exclusions while using AI in claims — same governance gap NAIC flags for carriers. · G42 and sovereign AI push — UAE wants auditable AI for government AND finance simultaneously.
TAM / Exposure
$4B+ US med mal · coverage-denial AI in active litigation
Insurance lines
Med mal · Hospital liability · Health cyber
Exhibit authority
UAE AI Charter Pack — Clinical AI SaMD + Med Mal Evidence Pack
Global leaders
FDA · Joint Commission · Gallagher Re · Epic · UnitedHealth · G42 · ADGM · Emirates NBD
Coverage denial litigation
Algorithms denying care are in discovery now — reconstructability beats internal EHR logs.
PCCP gap
FDA change control plans don't cover vendor foundation model updates — undocumented drift = liability.
Board accountability
Public health systems: AI governance is SEC-disclosable material risk in 2026.
[UAE] Sovereign wealth
ADIA, Mubadala portfolio companies deploying AI — governance at scale.
[UAE] Cross-border hub
DIFC/ADGM English law + AI — receipt compatible with common law discovery.
[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 →