Topic starter
07/03/2026 9:49 pm
TL;DR: Privileged access is no longer just a human administrator problem: Saviynt says cloud workloads, service accounts, and AI agents now hold standing access, broad permissions, and runtime risk, while a cited Verizon DBIR 2024 figure says 74% of organizations report identity-related breaches. Vaulting credentials alone does not address governance when privilege is attached to continuously operating identities.
Editorial analysis by NHI Mgmt Group, based on content published by Saviynt: “Privileged Access Management in the AI Era: Rethinking PAM with Saviynt”.
By the numbers:
- 74% of organizations report identity-related breaches, and privileged access is a leading cause of lateral movement.
Key questions
Q: What fails when PAM only protects stored credentials?
A: Vault-only PAM fails when the real risk sits in the identity’s standing permissions rather than the password itself.
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: How can organisations tell whether privilege orchestration is actually working?
A: Look for shorter access durations, fewer reusable privileged credentials, and complete evidence for when elevation started and ended.
Practitioner guidance
- Discover non-human privileged identities Inventory cloud workloads, service accounts, and AI agents that already have standing access or broad permissions, then map each one to an owner, business purpose, and revocation path.
- Shift controls from vaulting to governance Keep secrets management in place, but add identity-level policy for who or what can use the secret, under which conditions, and for how long.
- Enforce runtime authorisation Require access decisions at the moment privilege is used, especially for agentic and service identities that can operate continuously without human prompts.
Bottom line: Privileged access now spans human administrators, workloads, service accounts, and AI agents, so vaulting alone no longer captures the governance problem.
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This topic was modified 5 days ago by NHI Mgmt Group
This topic was modified 3 days ago by NHI Mgmt Group
07/10/2026 8:09 pm
Identity-first governance is now the correct PAM model for non-human privilege. The article’s central point is not that vaults are obsolete, but that vaults are incomplete when privilege is attached to workloads, service accounts, and AI agents. Those identities behave continuously, not episodically, so governance has to follow the identity across issuance, use, and revocation. Practitioners should treat privilege as an identity property, not a password location.
A few things that frame the scale:
- 97% of NHIs carry excessive privileges, increasing unauthorised access and broadening the attack surface, according to the Ultimate Guide to NHIs.
A question worth separating out:
Q: How should teams think about AI agent privileges?
A: Teams should treat AI agent privileges as task-scoped and time-bound, with the same discipline used for other high-risk non-human identities. The practical goal is to limit standing access, monitor tool use, and ensure revocation is fast when behaviour changes.
👉 Read our full editorial: Privileged access in the AI era requires identity-first governance