Accountability should sit with the certification owner, supported by the designated reviewers and the security or compliance function that defines the control. If a review cannot be completed or evidenced, the organisation has a governance failure, not just an operational delay. Clear ownership, completion dates, and exportable evidence are essential for audit defensibility.
Why This Matters for Security Teams
Incomplete access reviews are not just a documentation gap. They mean the organisation cannot prove who had access, who approved it, or whether excessive privileges were removed on time. That creates audit exposure, weakens least privilege, and often masks broader identity hygiene problems across service accounts, API keys, and other non-human identities. NHI Mgmt Group’s Ultimate Guide to NHIs notes that only 5.7% of organisations have full visibility into their service accounts, which is exactly why review evidence matters.
Security teams often treat certification as a periodic checkbox, but regulators and auditors care about defensible control operation. If the reviewer cannot show completion dates, approver identity, exception handling, and revocation follow-through, the control is effectively broken even if the spreadsheet was sent. That is why review ownership must be explicit and evidence-ready by design, not assembled after the fact. Current guidance from the OWASP Non-Human Identity Top 10 reinforces that identity governance fails when ownership and lifecycle controls are unclear. In practice, many security teams discover this only after an audit requests proof that no one can reconstruct.
How It Works in Practice
Accountability should be assigned at three levels: the certification owner, the designated reviewer, and the control owner in security, IAM, or compliance. The certification owner is responsible for completion, the reviewer is responsible for decision quality, and the control owner defines what “good evidence” means. That structure aligns to NIST SP 800-53 Rev 5 Security and Privacy Controls, especially access review and accountability-related controls, where the point is not just review activity but demonstrable operation.
In practice, evidence-ready reviews should include:
- Named owner and due date for each certification cycle
- Reviewer identity, timestamp, and decision outcome
- Exception records for delayed or incomplete reviews
- Revocation actions linked to the review decision
- Exportable logs or immutable evidence for audit support
For NHI and agentic workloads, the same logic applies with more urgency because access can be ephemeral, distributed, and hard to reconstruct after the task ends. NHI Mgmt Group’s Ultimate Guide to NHIs — Key Challenges and Risks highlights the scale of the problem: organisations often know they have too many identities, but not which ones are still active or overprivileged. That is why review evidence should be generated automatically from the identity system, ticketing record, or policy engine rather than assembled manually from email. These controls tend to break down when reviews are run in disconnected tooling because no single system can prove completion, exception handling, and access removal end to end.
Common Variations and Edge Cases
Tighter evidence requirements often increase operational overhead, requiring organisations to balance audit defensibility against reviewer fatigue and cycle time. The tradeoff is real: a monthly review with poor evidence is less valuable than a quarterly review that can be proved, reproduced, and acted on. Where mature workflows exist, automation can reduce the burden by pre-populating entitlements, flagging anomalies, and capturing immutable approval records. Where maturity is low, the first priority is simply making ownership and exceptions visible.
There is no universal standard for this yet, but current guidance suggests incomplete reviews should be treated as control failures when they affect high-risk access, privileged accounts, or production systems. That becomes especially important for NHIs, where credentials may be rotated, short-lived, or embedded in pipelines. The operational lesson from real incidents, including cases covered in NHI Mgmt Group research such as 52 NHI Breaches Analysis and the NHI Lifecycle Management Guide, is that if evidence is not built into the process, it usually cannot be reconstructed later. In practice, incomplete reviews become audit findings fastest in environments with high identity sprawl, shared admin roles, or outsourced operations.
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 |
|---|---|---|
| NIST CSF 2.0 | PR.AC-4 | Access rights must be reviewed and kept current to support least privilege. |
| OWASP Non-Human Identity Top 10 | NHI-01 | NHI governance breaks when ownership and lifecycle evidence are missing. |
| NIST AI RMF | AI governance needs accountable, traceable oversight for dynamic access decisions. |
Use documented ownership and traceable evidence to govern identity decisions in AI-enabled workflows.
Related resources from NHI Mgmt Group
- Who is accountable when API-driven access changes affect contracts, licences, or user permissions?
- Who is accountable when workflow access reviews and source-of-truth decisions are inconsistent?
- Who is accountable when access reviews are delegated across compliance and resource owners?
- How should security teams run access reviews for non-human identities?
Deepen Your Knowledge
Reviewed and updated by the NHIMG editorial team on August 28, 2026.
NHI Mgmt Group — the #1 independent authority on Non-Human Identity, IAM, and Agentic AI security. nhimg.org