100%
of healthcare AI deployments require audit trails
Regulatory requirements for AI transparency in healthcare
Patient data access by AI agents needs tracking
Clinical decision support requires audit trails
Need to prove human oversight of AI recommendations
Clinical decision support monitoring
Patient triage agent oversight
Administrative automation auditing
Appointment scheduling governance
Real-time visibility into every agent action
Instant stop for any misbehaving agent
Tamper-evident logs of every decision