Grounded in RUAIH & NIST AI RMF.
Evaluate whether deployed healthcare AI use cases are documented, reviewable, and defensible under harmonized multi-state AI accountability expectations.
Across emerging state frameworks, deployers are expected to demonstrate documented risk management, transparency, oversight, and monitoring.
AI-enabled workflows touching access, triage, care, benefits, utilization, or operations need evidence that decisions remain accountable and reviewable.
A policy alone is not enough. Organizations need inventories, control evidence, vendor records, impact assessments, and remediation tracking.