AI agent governance for healthcare and life sciences
AI agents handling PHI, clinical decisions, and EHR integrations need governance that matches the stakes. Roval gives you HIPAA compliance tracking, PHI detection in every prompt, and audit trails for every agent interaction.
Healthcare AI moves fast. Compliance can't afford to move slow.
AI agents in healthcare don't just process data. They influence clinical decisions, handle PHI, and interact with systems where errors have patient safety consequences.
"HIPAA requires audit trails for every system that touches PHI. Most organizations can't tell you which of their AI agents have access to patient data, let alone log every interaction."
"Clinical AI agents that call external LLM APIs send patient context (diagnoses, medications, lab results) in their prompts. Without interception, PHI leaves your network with every API call."
"FDA 21 CFR Part 11 requires electronic records to be tamper-proof and attributable. AI agent logs stored in application databases don't meet this bar."
Pre-mapped requirements for every framework you need.
Pre-mapped requirements for healthcare AI governance. Activate and track evidence per requirement.
PHI access controls, audit trail requirements, breach notification, and minimum necessary standard for AI agents.
Electronic records and signatures: tamper-proof audit trails, user attribution, and system validation for clinical AI.
Trust service criteria for healthcare SaaS, required by hospital systems and health plans.
Patient data processing, consent management, and right to explanation for AI systems in EU healthcare.
AI management system standard: governance and risk management for clinical AI deployments.
Risk management framework for clinical AI: trustworthiness dimensions mapped to patient safety.
Enforce PHI protection and clinical safety from day one.
Enforce PHI protection, clinical safety, and audit compliance from day one.
Scans every prompt for patient identifiers (names, MRNs, SSNs, dates of birth, diagnosis codes). Blocks PHI from reaching external model APIs.
Enforces logging for every agent interaction that could influence clinical decisions. Tamper-proof timestamps and user attribution.
Restricts which agents can read from and write to EHR systems. Enforces minimum necessary access and role-based permissions.
Guards against agents making dosage calculations or drug interaction checks without human oversight confirmation.
Enforces de-identification rules for AI agents processing research datasets. IRB protocol compliance tracking.
Monitors for PHI exposure events and generates breach assessment documentation within the 60-day HIPAA notification window.
Built for the specific demands of clinical AI.
PHI detection in every prompt
Every prompt scanned for 18 PHI pattern types before it leaves your network. Emails, phone numbers, MRNs, diagnosis codes, medication names, flagged and blocked in real time.
Agent inventory with clinical context
Know which agents handle PHI, which departments own them, and what data they can access. When a clinician leaves, their agents surface immediately.
Continuous HIPAA compliance
Track compliance posture in real time across HIPAA, FDA, and SOC 2. Drift detection every 15 minutes. Certification auto-expiry with escalating alerts.
The rest of the platform.
Agent Registry
Register every agent with framework, model, owner, risk tier, and dependency graph. Search by natural language.
Observer & LLM Monitor
Capture every tool call and LLM request. Flag PII and policy violations in under 30 seconds.
Compliance & Certification
Per-requirement evidence tracking, auto-expiry by risk tier, and drift detection every 15 minutes.
Dashboard
KPI cards, compliance posture, drift alerts, and a live event feed, on one screen, no clicking around.
Start governing your healthcare AI agents
Request early access. HIPAA compliance tracking and PHI detection from day one.