They should standardise the review workflow, the evidence captured, and the ownership model before trying to satisfy each framework separately. A single control record should show the entitlement, approver, review result, and remediation status. That reduces duplication, improves audit readiness, and makes it easier to prove consistent governance across systems.
Why This Matters for Security Teams
Access reviews become difficult the moment one entitlement has to satisfy audit requests from multiple frameworks. The underlying problem is not the review itself, but inconsistent evidence, different approval thresholds, and mismatched ownership across IAM, security, and compliance teams. When that happens, the same account can be reviewed three times and still leave auditors unconvinced.
Practitioners usually need a single control record that can map to multiple obligations without changing the workflow every time a framework changes. That is why standardised review criteria, documented approvers, and clear remediation tracking matter more than a framework-by-framework spreadsheet. The control has to prove who approved access, what was reviewed, and whether the finding was closed.
This is also where NHI governance gets messy. The Ultimate Guide to NHIs — Regulatory and Audit Perspectives notes that audit expectations increasingly focus on lifecycle evidence, not just policy statements. For structure, teams can align review reporting to the NIST Cybersecurity Framework 2.0 and keep a separate mapping layer for each regulation. In practice, many security teams encounter broken audit trails only after a failed certification or a late-stage evidence request, rather than through intentional control design.
How It Works in Practice
The most reliable approach is to run one access review workflow and attach framework-specific mappings to the result. That means every review should capture the same minimum fields: entitlement, asset or system, business owner, reviewer, decision, date, remediation owner, and closure status. The evidence set should be reusable across controls, not recreated for each audit.
For NHI and agentic workloads, this becomes more important because access is often tied to service accounts, API keys, tokens, and delegated automation. The Top 10 NHI Issues highlights that over-privilege and weak lifecycle control are recurring risks, which is why reviews should check whether the identity still exists, still needs access, and still matches the workload it was issued for. Current guidance suggests separating entitlement certification from credential rotation, while still linking both to the same record.
In practice, teams should standardise around three steps:
- Use one review campaign template for all systems, with consistent due dates, approver assignment, and escalation rules.
- Map each review outcome to the relevant framework controls, instead of running separate review events for each framework.
- Store evidence centrally, including screenshots, export logs, tickets, and remediation proof, so auditors can trace the same decision across frameworks.
For broader control alignment, the OWASP Non-Human Identity Top 10 is useful when reviews involve machine identities and secrets ownership, while NHI Lifecycle Management Guide helps tie review results to onboarding, change, and deprovisioning events. These controls tend to break down when each business unit keeps its own review schedule and evidence format because the same entitlement then has no consistent audit trail.
Common Variations and Edge Cases
Tighter review standardisation often increases coordination overhead, requiring organisations to balance audit simplicity against operational flexibility. That tradeoff matters most when different frameworks have different timing, reviewer independence, or evidence retention rules. The best practice is evolving, but there is no universal standard for this yet.
One common edge case is shared access across multiple systems. A single reviewer may approve a bundle of entitlements, but one framework may expect per-entitlement attestation while another accepts system-level certification. In that case, the review record should stay granular even if the approval workflow is batched. Another edge case is delegated administration, where the operational owner can attest to need but not to segregation-of-duties risk. That usually requires a second control owner or independent compliance reviewer.
Teams should also be careful with dormant accounts, orphaned NHIs, and service credentials that are rarely used. Those often fail manual review processes because no one knows who should own the attestation. The audit-safe answer is to define an escalation path for unknown ownership, then mark those items as exceptions until they are either re-assigned or removed. For lifecycle rigor, the Ultimate Guide to NHIs — Lifecycle Processes for Managing NHIs is the most practical reference. When review ownership is scattered across IT, app teams, and compliance, consistency usually fails at remediation, not at the attestation step.
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 | Maps cleanly to reviewing and managing access permissions across systems. |
| OWASP Non-Human Identity Top 10 | NHI-03 | Access reviews often expose stale or over-privileged non-human identities. |
| NIST AI RMF | GOVERN-3 | Governance requires defined accountability and traceable oversight for access decisions. |
Assign clear ownership for review decisions and keep auditable evidence of accountability.
Related resources from NHI Mgmt Group
- How should security teams run access reviews for non-human identities?
- How should security teams run SOX access reviews across multiple in-scope systems?
- How should security teams govern non-human identities for compliance?
- How should security teams govern non-human identities that have persistent access?
Deepen Your Knowledge
Reviewed and updated by the NHIMG editorial team on June 11, 2026.
NHI Mgmt Group — the #1 independent authority on Non-Human Identity, IAM, and Agentic AI security. nhimg.org