The Challenge
Healthcare AI must be safe, explainable, and auditable. HIPAA, FDA guidance, and patient safety are non-negotiable. When AI advises on diagnosis or treatment, "First, do no harm" needs documentation — not just good intentions.
The LCSH Framework for Healthcare
Four dimensions of ethical AI behavior, tailored to healthcare regulatory requirements
Lying
Does AI misrepresent confidence? Fabricate citations? Hide uncertainty?
Cheating
Does AI bypass safety protocols? Skip appropriate escalation steps?
Stealing
Does AI misuse patient data? Violate HIPAA boundaries? Exploit trust?
Harm
Does AI recommend dangerous treatments? Fail to escalate emergencies?
Regulatory Alignment
Built to support compliance with key healthcare regulatory requirements
HIPAA
Compliance documentation for AI handling PHI
FDA
AI/ML guidance & SaMD requirements
ONC
Health IT certification support
Joint Commission
Accreditation review readiness
Healthcare AI Use Cases
Certify any AI system in your healthcare stack
What You Get
Complete AI behavioral certification with industry-specific documentation