TL;DR: A wider shift toward unified access visibility, monitoring, lifecycle management, and NHI and AI agent governance across identity programmes is highlighted in Veza’s 2025 product innovation roundup. For practitioners, the signal is less about feature volume than about the convergence of governance controls around all identity types, including non-human and autonomous access.
Editorial analysis by NHI Mgmt Group, based on content published by Veza: “UX”.
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.
Q: Why do non-human identities make access reviews less effective?
A: Non-human identities often have broader, longer-lived access than people, and their permissions can be hard to see in periodic reviews.
Q: What breaks when lifecycle management is treated as an HR-only process?
A: Non-human identities fall outside the trigger model.
Practitioner guidance
- Define one governance model for all identity types Map human users, service accounts, tokens, and AI agents into a single access governance model so ownership, review cadence, and offboarding rules are consistent across the estate.
- Inventory effective access, not just assigned entitlements Correlate direct grants, inherited permissions, delegated access, and machine credentials to expose the real blast radius of each identity.
- Tie lifecycle events to non-human identity state changes Create explicit triggers for creation, rotation, suspension, and retirement of service accounts and agent identities when workloads or integrations change.
Bottom line: Identity governance is moving toward a shared control model that covers humans, service accounts, tokens, and AI agents together.
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Identity governance is converging on a single operating model across humans, NHIs, and AI agents. Veza’s product direction reflects a broader market shift away from separate tooling for each identity class. That convergence is being driven by the reality that access paths now cross people, service accounts, and autonomous systems in the same workflows. Practitioners should treat governance architecture as shared infrastructure, not a set of parallel point solutions.
A few things that frame the scale:
- Only 5.7% of organisations have full visibility into their service accounts, according to the Ultimate Guide to NHIs.
- 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: How can identity teams tell whether governance is really unified?
A: Look for one access graph, one ownership model, and one offboarding path across human, NHI, and agent identities. If each identity class still needs a separate process to answer basic questions about privilege and retirement, the programme is still fragmented.
👉 Read our full editorial: Veza's product innovation points to broader identity governance shifts