How it works
- 1Agent orchestration layer coordinates AI agents across clinical and admin domains
- 2Agentic controllers supervise, override, and audit agent behavior
- 3Continuous model monitoring for drift, bias, and performance degradation
- 4AI-specific security: prompt injection defense, model access control, adversarial monitoring
Autonomy today
Most health systems have no dedicated agentic-ops function yet; this role is nascent industry-wide, not just in healthcare.
In ~5 years
Agentic operations is a standard IT department function, as fundamental as network security is today.
Flaws & risks
- An automated system is an attackable system — agentic infrastructure is a new, poorly understood attack surface
- Talent for this role barely exists yet; it will need to be grown internally or hired from adjacent fields
Who's building it
Free preview · full directory in ProCredo AIemergingAI governance/monitoring
AI governance platform for model risk and compliance monitoring.
Protect AIemergingAI security
Security tooling for ML/AI systems and supply chain.
Preparation checklist
- Create the agentic-controller role now, even at small scale, to build institutional knowledge early
- Treat AI system security as its own budget line, not a subset of general IT security