Health AI is high-risk by default. Govern it that way.
Bookbag blocks access to unauthorized patient records, redacts PHI before outputs leave your system, and produces HIPAA-ready + EU AI Act Annex III evidence from every agent decision.
What keeps you up at night
Concrete risks Bookbag is built to mitigate.
PHI in outputs
An agent summarizes a chart and includes more than the user needed. Redaction at runtime is the only reliable control.
Unauthorized record access
An agent queries records it shouldn't. Guardrails can check user role + chart ownership in args before the call runs.
EU AI Act + state laws
Health AI is explicitly high-risk under Annex III. Colorado + New York are adding their own rules. You need evidence of oversight, not intent.
How Bookbag helps
Four products. Concrete capabilities. One data layer.
PHI redaction + access gates
PII detector runs on every tool call and output. Policy rules can require specific user roles or chart ownership before sensitive lookups execute.
Full chart-of-care trace
Every agent query, every returned field, every output — a clinical audit trail that maps to your existing EHR audit process.
Taxonomy grounded in clinical policy
Score outputs against your clinical AI acceptable-use policy. Flag hallucinated dosages, missing disclaimers, inappropriate advice.
HIPAA + Annex III evidence
Pre-built controls for HIPAA administrative safeguards and EU AI Act high-risk logging. Evidence bundles your compliance officer can hand to auditors.
Frameworks we auto-map for this industry
FAQs for this industry
Frequently Asked Questions
Stop flying blind. Put your agents on a governance platform.
Join the teams shipping safer AI with real-time evaluation, audit trails, and continuous improvement.