Research
White Papers
Original research on healthcare AI governance, AI insurability, and runtime proof for regulated industries.
The Insurability Problem in Healthcare AI
Jennifer Shannon, MD & Sarah Gebauer, MD
A proposed standards-based framework for underwriting diligence. The four case studies are illustrative composites, not customer results, policies, or insurer decisions.
The Proof Gap in Healthcare AI
Jennifer Shannon, MD — Chief Medical Officer, GLACIS Technologies
Why healthcare AI policy claims need operational evidence. How inference-level attestation can connect a configured control to a covered, reported outcome without certifying clinical safety or compliance.