Accountability should sit with the application owner or designated reviewer, while security and GRC define the control framework and evidence requirements. A workable governance model gives each group a clear role. Reviewers decide on access, security enforces policy, and auditors verify that decisions were timely, documented, and acted on.
Why This Matters for Security Teams
When security, GRC, and auditors all need the same access evidence, the real risk is not a missing report. It is broken accountability. Security can define control expectations, GRC can interpret policy, and auditors can test whether controls worked, but a single named reviewer must own the access decision itself. Without that split, approvals become circular, exceptions linger, and no one can answer who accepted the risk.
This is why mature programmes separate control design from control operation. NIST guidance on access control and accountability, including the NIST SP 800-53 Rev 5 Security and Privacy Controls, treats access review and evidence retention as operational duties, not shared ambiguity. NHIMG’s Ultimate Guide to NHIs — Regulatory and Audit Perspectives shows why this matters in practice: auditability fails when ownership is not explicit and review records are not tied to a decision-maker. In practice, many security teams encounter evidence gaps only after an audit request or incident has already forced them to reconstruct who approved what.
How It Works in Practice
The cleanest operating model assigns decision accountability to the application owner or another designated business reviewer, while security owns the control framework and GRC owns policy mapping and evidence standards. That means the reviewer answers: should this user still have access, does the request fit the role, and is the exception justified? Security answers: does the workflow enforce least privilege, approval thresholds, segregation of duties, and logging? GRC answers: does the evidence satisfy internal policy and external obligations?
Practically, this works best when access reviews are built around a repeatable evidence bundle rather than ad hoc email threads. A strong bundle usually includes the request, approver identity, timestamp, business justification, entitlement scope, and revocation status. That aligns with the control intent behind the NIST Cybersecurity Framework 2.0 and the OWASP Non-Human Identity Top 10, which both emphasise traceable governance and lifecycle accountability for identities that can act on systems.
NHIMG’s Ultimate Guide to NHIs notes that 68% of organisations do not know how to fully address NHI risks, which is a useful reminder that evidence quality matters as much as policy wording. In a workable model, the evidence owner is the reviewer, the process owner is security, and the verifier is audit or GRC. These controls tend to break down when approval authority is shared across inboxes, ticket comments, and spreadsheets because no single system preserves the decision trail end to end.
- Assign one accountable reviewer per app, system, or entitlement set.
- Keep security as the policy owner, not the approver of record.
- Make GRC the tester of evidence quality and control consistency.
- Record the final decision in a system that preserves timestamps and identity.
Common Variations and Edge Cases
Tighter approval controls often increase operational overhead, requiring organisations to balance faster access delivery against stronger evidence quality. That tradeoff becomes sharper in shared platforms, emergency access, and high-change environments where multiple teams touch the same entitlements.
There is no universal standard for this yet, but current guidance suggests three common variations. First, in low-risk entitlements, a line manager may be the reviewer while the application owner remains the accountable control owner. Second, in regulated environments, security may pre-approve the policy and the business owner still signs the actual access decision. Third, for break-glass access, the reviewer can be post-event validated, but only if the workflow preserves immutable evidence and triggers timely review.
For organisations dealing with a high volume of service accounts or automation identities, the same accountability logic applies, but the evidence often shifts from human approval notes to policy-as-code logs, JIT issuance records, and revocation events. NHIMG’s Ultimate Guide to NHIs — Lifecycle Processes for Managing NHIs is especially relevant where access is ephemeral or machine-driven. That said, evidence models break down when approval is treated as a compliance task instead of an ownership decision, because auditors can test records but cannot restore accountability after the fact.
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 and CSA MAESTRO address the attack and risk surface, while NIST CSF 2.0, NIST SP 800-53 Rev 5 and NIST AI RMF set the governance and control requirements practitioners need to meet.
| Framework | Control / Reference | Relevance |
|---|---|---|
| NIST CSF 2.0 | PR.AC-1 | Access decisions must have named owners and traceable approval paths. |
| NIST SP 800-53 Rev 5 | AC-2 | Accountability for account lifecycle and access approvals maps directly here. |
| OWASP Non-Human Identity Top 10 | NHI-05 | Evidence and ownership gaps are common in non-human identity governance. |
| NIST AI RMF | GOVERN | Clear accountability is a governance prerequisite for auditable access decisions. |
| CSA MAESTRO | GOV-03 | MAESTRO emphasizes governance roles for agentic and automated decision workflows. |
Centralise NHI access decisions and preserve reviewer identity, justification, and revocation evidence.
Related resources from NHI Mgmt Group
- How should security teams run access reviews for non-human identities?
- How should security teams govern non-human identities that have persistent access?
- What is the difference between role-based access and API key governance for NHI security?
- How should security teams govern API keys used for generative AI access?
Deepen Your Knowledge
Reviewed and updated by the NHIMG editorial team on August 27, 2026.
NHI Mgmt Group — the #1 independent authority on Non-Human Identity, IAM, and Agentic AI security. nhimg.org