HEALTHCARE CROSSWALK
Mapping healthcare AI findings to HIPAA and established risk frameworks
For healthcare engagements, Ayliea's assessment findings are mapped to applicable HIPAA Security Rule safeguards alongside NIST AI RMF and ISO/IEC 42001 concepts. Mapping is not a certification, and it is not legal advice — HIPAA compliance determinations require qualified counsel.
HEALTHCARE APPLICATION
What changes when the engagement is healthcare-specific
AI system and data-flow inventory
Identify the in-scope AI systems, integrations, vendors, and sensitive healthcare data flows that need to be understood before findings can be mapped to safeguards.
HIPAA safeguard mapping
Map relevant assessment evidence to applicable HIPAA Security Rule safeguard categories and document where additional context, a BAA, or remediation is needed.
NIST AI RMF & ISO/IEC 42001 alignment
Organize governance, data protection, and monitoring findings against the NIST AI RMF Govern/Map/Measure/Manage functions and ISO/IEC 42001 management-system concepts.
Clinical AI threat mapping
Map applicable adversarial threats — model extraction, data poisoning, prompt injection in patient-facing tools — to MITRE ATLAS techniques and OWASP LLM Top 10 risk categories.
HIPAA SECURITY RULE
The three safeguard categories findings are mapped to
Depth depends on approved scope, in-scope systems, and available evidence — not every category applies to every engagement.
Administrative safeguards
Workforce access management, risk analysis, and sanction policy concepts as they apply to who — and what AI system — can reach ePHI.
Physical safeguards
Facility and device-level controls relevant to on-premises AI infrastructure or hardware handling ePHI-adjacent workloads.
Technical safeguards
Access control, audit controls, integrity, and transmission security concepts applied to AI system inputs, outputs, prompts, and logs.
Mapping is not certification
References to HIPAA, NIST, ISO/IEC 42001, OWASP, or MITRE describe how Ayliea assessment evidence is organized or crosswalked. They do not imply endorsement by those organizations, a HIPAA certification (no such certification exists under the Security Rule), a legal opinion, or guaranteed acceptance by a healthcare reviewer or regulator.
Need a healthcare AI assessment?
Scope the systems, evidence, and review requirements in a 20-minute call.