HIPAA Compliance for Healthcare AI
PHI triggers Privacy, Security, and Breach Notification obligations. TuringPulse adds PHI-aware guardrails, RBAC and tenant isolation, and immutable AI decision trails to support security management and OCR-ready investigation.
PHI Protection
Runtime guardrails inspect inputs and outputs for PHI-like patterns and violations — block, flag, or route to human review before data leaks into tools or logs.
Access Controls
RBAC and tenant isolation so only authorized workforce roles see traces and configuration for a covered entity or business unit.
Audit Requirements
Immutable trails — who accessed what, which policy fired, human approval — for investigation and Security Rule audit controls.
Detect and Block PHI Exposure
The Security Rule requires safeguards against impermissible use and disclosure. Guardrails operationalize that for LLM agents by evaluating every interaction against healthcare-specific rules and common PHI patterns.
- Configurable policies for PHI, identifiers, and unsafe disclosures
- Real-time enforcement before responses reach patients or staff
- Escalation to human review when ambiguity requires clinical judgment
- Evidence of policy configuration changes for periodic evaluation
Healthcare-Specific Rules at Scale
Covered entities differ by specialty and workflow. The policy engine encodes your permitted uses — for example, which tools may receive PHI, which models are approved, and which topics require supervisor sign-off.
- Workflow- and agent-scoped policies reflecting minimum necessary paths
- Versioned rules with audit of who published changes
- Integration with evaluation suites for ongoing effectiveness testing
- Alignment hooks for compliance pack templates tuned to healthcare
Trails That Survive HHS Scrutiny
OCR investigations and internal breach assessments require reconstructing what the AI did with PHI. Span-level traces, policy decisions, and human overrides provide a coherent narrative from incident to root cause.
- Trace replay from initial user message through tools and model calls
- Immutable timestamps and user or service identities where available
- Trace data structured for legal and compliance review workflows
- Retention policies coordinated with your record-management standards
