TL;DR: Identity governance now spans employees, contractors, service accounts, and AI agents, because access decisions that live in tickets and spreadsheets cannot keep pace with hybrid, multi-cloud, and regulated environments, according to SafePaaS. The governance problem is no longer just compliance hygiene; it is a control-plane issue for NHI risk, privilege drift, and auditability.
Editorial analysis by NHI Mgmt Group, based on content published by SafePaaS: “What is Identity Governance?”.
Key questions
Q: Why do service accounts and AI agents need different controls from human users?
A: Service accounts and AI agents authenticate and act without the predictable patterns that human identity systems expect.
A: Access governance matters because cloud expansion increases the number of identities, entitlements, and integrations that must be managed consistently.
Q: What are the signs that access governance is failing in practice?
A: The clearest signs are slow remediation, repeated rubber stamp access reviews, and missed permissions outside traditional HR linked systems.
Practitioner guidance
- Map all identity types into one governance inventory Include employees, contractors, partners, service accounts and AI agents in the same entitlement and ownership model so approvals and revocations do not split across separate processes.
- Automate periodic access certifications Move recurring access reviews out of spreadsheets and into a policy workflow that prioritises high-risk entitlements, toxic combinations and stale approvals.
- Tie lifecycle events to access decisions Connect HR and identity events to provisioning and deprovisioning so role changes trigger policy checks, not manual cleanup after the fact.
Bottom line: Identity governance is shifting from an administrative layer to a security control that must cover human and non-human access together.
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Identity governance is becoming the control plane for mixed identity estates. The article correctly treats identity governance as more than an audit workflow, because the real problem is coordinating approval, revocation and review across human and non-human identities. That makes governance the layer that determines whether access is explainable across the estate. Practitioners should stop treating IGA as back-office administration and start treating it as a core security control.
A few things that frame the scale:
- Nearly 60% of IT leaders cite restrictive cost and complexity as a weakness of legacy identity governance, according to the 2025 State of Identity Governance Report.
A question worth separating out:
Q: Should organisations separate AI agent monitoring from identity governance?
A: Yes. Organisations should separate AI agent monitoring from identity governance because they solve different problems. Monitoring answers what happened, while identity governance answers whether the action should have been possible. Keeping those functions distinct prevents teams from mistaking visibility for control and helps reduce over-permissioning.
👉 Read our full editorial: Identity governance now has to cover human and non-human access