Research
White Papers
Original research on healthcare AI governance, AI insurability, and runtime evidence for regulated industries.
The Missing Proof
Joe Braidwood
Who should bear the cost of making AI conduct knowable? A working paper on reasonable care, operational evidence and what insurers, purchasers and courts can read from a record; it is research, not a coverage commitment.
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.