Approval workflows are insufficient when they only gate access checkout and do not remove the underlying entitlement from the target system. If the same permission can be reused later without a fresh runtime decision, the control reduces friction but not standing access. That is a governance gap, not true JIT.
Why This Matters for Security Teams
Approval-based access often feels like control, but if the permission remains active in the target system after approval, it is still standing privilege. That creates a false sense of JIT while leaving reusable access in place for later misuse, chaining, or lateral movement. NHI Mgmt Group notes that 97% of NHIs carry excessive privileges in the Ultimate Guide to NHIs, which is why checkout-only workflows rarely reduce real exposure.
For security teams, the issue is not whether a request was approved, but whether the underlying entitlement was removed, constrained, or made ephemeral after the task completed. Current guidance from the OWASP Non-Human Identity Top 10 aligns with that view: approvals should support runtime governance, not replace it. If access can be reused without a new decision, the control is administrative, not preventive.
In practice, many security teams discover this only after a service account, token, or agent has already reused an approved permission outside the original change window.
How It Works in Practice
True just-in-time access is more than a ticket, a manager sign-off, or a workflow step. For NHIs and agents, the safer pattern is to issue a short-lived credential, bind it to the task, and revoke it automatically when the task ends. That means the runtime decision matters more than the approval record. The Ultimate Guide to NHIs — Key Challenges and Risks is explicit that excessive privilege and weak lifecycle controls are common failure points, especially when secrets or keys remain usable after the intended operation completes.
In practice, effective controls usually combine:
- Task-scoped entitlements that exist only for the active request.
- Short TTL credentials or tokens, rather than reusable long-lived secrets.
- Real-time policy checks at request time, not only at approval time.
- Automatic revocation and offboarding when the job, agent session, or pipeline stage ends.
- Workload identity so the system knows what the caller is, not just who approved it.
This is where Zero Trust thinking becomes practical. The NIST SP 800-53 Rev 5 Security and Privacy Controls supports least privilege and access enforcement, but the implementation detail matters: approval must translate into a constrained, ephemeral entitlement, not a persistent role assignment. For autonomous workloads, that decision may need to be evaluated against context such as tool, scope, time, environment, and whether the agent is still within its approved objective.
These controls tend to break down in legacy systems that cannot issue short-lived entitlements or revoke permissions cleanly at runtime.
Common Variations and Edge Cases
Tighter access control often increases operational overhead, requiring organisations to balance speed against revocation certainty. Not every environment can move to full ephemeral authorization immediately, so current guidance suggests prioritising the highest-risk NHIs first: privileged service accounts, CI/CD tokens, and AI agents with tool access. In those cases, approval alone is especially weak because the same permission can be reused by automation long after the original request.
There is no universal standard for this yet, but best practice is evolving toward context-aware authorisation plus automatic expiry. That is especially important when humans approve access for non-human workloads they do not fully observe in real time. The same pattern appears in breach research, including the 52 NHI Breaches Analysis, where standing privileges and weak lifecycle controls repeatedly magnify impact. When approvals are used for convenience rather than containment, the organisation still has excess privilege, just with a paper trail.
For that reason, approval-based access is usually insufficient whenever the entitlement survives the approved window, can be reused without a fresh policy decision, or remains valid across multiple systems after the original task ends.
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, OWASP Agentic AI Top 10 and CSA MAESTRO address the attack and risk surface, while NIST AI RMF and NIST CSF 2.0 set the governance and control requirements practitioners need to meet.
| Framework | Control / Reference | Relevance |
|---|---|---|
| OWASP Non-Human Identity Top 10 | NHI-03 | Addresses excessive standing privilege in non-human identities. |
| OWASP Agentic AI Top 10 | A-03 | Agent workflows need runtime authorization, not static approval gates. |
| CSA MAESTRO | IAM-02 | Focuses on least privilege and ephemeral access for agentic systems. |
| NIST AI RMF | Governance must cover runtime risk decisions for autonomous systems. | |
| NIST CSF 2.0 | PR.AC-4 | Least privilege access control is directly implicated by approval-only workflows. |
Define accountability for AI access decisions and review whether controls actually limit runtime behaviour.
Related resources from NHI Mgmt Group
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Reviewed and updated by the NHIMG editorial team on August 15, 2026.
NHI Mgmt Group — the #1 independent authority on Non-Human Identity, IAM, and Agentic AI security. nhimg.org