Accountability should sit with the identity governance process, not only with individual managers. Manager approval alone is not enough if the review lacks usage evidence, lifecycle rules, or enforcement. Frameworks such as the Ultimate Guide to NHIs and the OWASP Non-Human Identity Top 10 both reinforce that entitlement governance must be measurable and repeatable.
Why This Matters for Security Teams
When access reviews miss excessive permissions, the failure is usually not the reviewer alone. The deeper issue is whether entitlement governance is designed to catch stale, inherited, or undocumented access before it becomes an exception. The risk is amplified for non-human identities, where service accounts, API keys, and automation tokens can accumulate privileges quietly and at scale. NHI Management Group’s Ultimate Guide to NHIs notes that 97% of NHIs carry excessive privileges, which shows how often review processes lag behind actual access state.
Frameworks such as the OWASP Non-Human Identity Top 10 treat entitlement control as a repeatable security function, not an annual approval exercise. That distinction matters because a review can appear complete even when there is no usage evidence, no lifecycle trigger, and no enforcement step to remove what should not exist. In practice, many security teams encounter excessive permissions only after an incident response, rather than through intentional governance.
How It Works in Practice
Accountability should be assigned across the identity governance process, with clear ownership for policy, evidence collection, reviewer sign-off, and remediation enforcement. Manager approval is only one input. Effective programs tie each access review to authoritative data, including entitlement inventory, recent activity, business justification, and lifecycle status for the identity involved. For NHI environments, this often means linking review workflows to NHI Lifecycle Management Guide practices so that provisioning, rotation, offboarding, and exception handling are part of one control chain.
Best practice is evolving, but current guidance suggests that a review should not close until excessive access is either removed, formally risk-accepted, or reclassified with a documented expiry. That requires automation in the identity platform, not just a spreadsheet or ticket. Useful control patterns include:
- Reconcile entitlements against actual usage before review sign-off.
- Require named control owners for each identity class, including service accounts and API keys.
- Use policy-as-code or workflow rules to flag privileges that exceed role, task, or environment scope.
- Trigger revocation or step-down access automatically when a review identifies unnecessary permissions.
The Ultimate Guide to NHIs — Key Challenges and Risks underscores how quickly hidden privilege accumulates when visibility is weak. That is why accountability belongs to the governance process as a whole: one person can approve, but only the process can prove that access was measured, challenged, and corrected. These controls tend to break down when organisations cannot inventory all NHIs or when entitlement data is fragmented across multiple platforms, because no reviewer can validate what they cannot see.
Common Variations and Edge Cases
Tighter review controls often increase operational overhead, requiring organisations to balance auditability against reviewer fatigue and release velocity. In low-risk environments, quarterly certification may be sufficient, but there is no universal standard for this yet; for high-impact service accounts, reviews should be more frequent and evidence-driven. The accountability model also changes when permissions are inherited from platforms, shared across teams, or granted through temporary elevation.
One important edge case is delegated administration. If managers can approve access but platform owners can override or silently expand it, accountability is diluted unless the governance process records both decisions. Another is third-party or vendor-operated NHIs, where the organisation still owns risk even if it does not directly manage the credentials. The evidence trail should show who approved, who enforced, and who verified removal. NHI Management Group research on the 52 NHI Breaches Analysis is a useful reminder that excessive access is often visible only after compromise, not during routine certification.
For that reason, accountability should be written into the workflow, not assigned after the fact. If a review misses excessive permissions, the process owner, control owner, and remediation owner all share responsibility for the gap.
Standards & Framework Alignment
This section maps relevant standards and security frameworks to the operational risks and controls described in this guidance.
OWASP Non-Human Identity Top 10 address the attack and risk surface, while NIST CSF 2.0 and NIST AI RMF set the governance and control requirements practitioners need to meet.
| Framework | Control / Reference | Relevance |
|---|---|---|
| OWASP Non-Human Identity Top 10 | NHI-01 | Governance gaps around excessive NHI privileges map directly to entitlement control. |
| NIST CSF 2.0 | PR.AC-4 | Access approval and review need enforceable least-privilege governance. |
| NIST AI RMF | GOVERN | Accountability for review failures depends on defined governance and oversight. |
Define ownership for NHI entitlements and require evidence-based review before access is recertified.
Related resources from NHI Mgmt Group
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Reviewed and updated by the NHIMG editorial team on June 23, 2026.
NHI Mgmt Group — the #1 independent authority on Non-Human Identity, IAM, and Agentic AI security. nhimg.org