Security teams should base access reduction on observed usage, not just role assignment or periodic certification. That means combining login data, application activity, and privileged access logs so dormant entitlements can be disabled, revoked, or sent for attestation. For non-human identities, the same approach helps remove stale machine access before it becomes an attack path.
Why This Matters for Security Teams
privilege creep in hybrid iam is not just an access-review problem. It is a control failure that accumulates across human accounts, service identities, cloud roles, and application permissions until no one can tell which entitlements are actually needed. That matters because stale access becomes a lateral movement path, a secrets exposure risk, and a privileged foothold that survives ordinary joiner-mover-leaver processes. The problem is sharper in environments that mix RBAC with legacy app permissions, PAM, and cloud-native workloads.
NHI Management Group research shows the scale of the gap: 88.5% of organisations say their non-human IAM practices lag behind or only match human IAM, and 35.6% cite consistent access across hybrid and multi-cloud environments as their top challenge in The State of Non-Human Identity Security. That aligns with the control concerns raised in the OWASP Non-Human Identity Top 10, where over-privilege and weak lifecycle hygiene repeatedly show up as root causes.
In practice, many security teams discover privilege creep only after an audit finding, an incident, or a cloud permission review has already exposed how much access was never truly removed.
How It Works in Practice
The practical answer is to move from entitlement-based reviews to usage-based reduction. Start by correlating login telemetry, application activity, PAM session records, cloud audit logs, and secret access events to identify permissions that have no recent business use. For humans, that usually means disabling dormant roles, converting broad access to JIT, and requiring attestation for exceptions. For NHI, the same method should drive secret rotation, token scoping, and workload identity cleanup.
Current guidance suggests teams should not trust role membership alone. A role can be technically assigned yet functionally dead, while a privileged account can still hold active secrets or API keys. That is why the lifecycle of credentials matters as much as the role design. The Ultimate Guide to NHIs — Key Challenges and Risks is useful here because it frames how stale machine access, secret sprawl, and invisible service accounts become lasting attack paths. The same logic is reinforced by the OWASP Non-Human Identity Top 10, which treats credential hygiene and authorization scope as operational necessities rather than periodic paperwork.
- Use observed activity to rank entitlements by actual business value.
- Revoke or narrow access when no recent use is visible, then require attestation to restore it.
- Replace long-lived secrets with short-lived credentials wherever workloads can support it.
- Bind privileged actions to PAM and JIT workflows instead of standing access.
- Review cloud and SaaS service accounts separately from human RBAC to avoid blind spots.
In hybrid estates, this works best when identity data, cloud logs, and secret inventories are normalized into one review workflow. These controls tend to break down when application owners cannot map permissions back to specific business functions because usage data is fragmented across too many platforms.
Common Variations and Edge Cases
Tighter privilege reduction often increases operational overhead, so organisations have to balance access removal against recovery time, support burden, and service continuity. That tradeoff is especially visible in hybrid IAM, where a permission may be old but still required by a batch job, break-glass process, or vendor integration that runs infrequently.
There is no universal standard for every exception path yet, but best practice is evolving toward risk-tiered reviews. High-value roles, internet-facing secrets, and admin credentials should be reviewed against usage much more aggressively than low-risk read-only access. In environments with Azure-heavy estates, token and secret sprawl can create hidden privilege paths, which is why the pattern described in Azure Key Vault privilege escalation exposure matters even when the original role assignment looks benign.
Edge cases also appear when IAM is split across HR-driven human provisioning, DevOps-managed cloud roles, and PAM-managed admin access. In those environments, a single access review rarely catches the full picture. Organisations should align reduction decisions to the control owner that can actually revoke the entitlement, then validate that the revocation also removes any linked secret, token, or service account path. Otherwise, the visible role disappears while the effective privilege remains.
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-03 | Targets stale and over-privileged NHI credentials that drive privilege creep. |
| NIST CSF 2.0 | PR.AC-4 | Supports least-privilege access decisions across hybrid IAM environments. |
| NIST AI RMF | GOVERN | Helps assign accountability for access decisions spanning people, systems, and automation. |
Define ownership for access decisions, then enforce review and exception handling as governed processes.
Related resources from NHI Mgmt Group
- How should security teams reduce over-privilege in hybrid IAM environments?
- How should security teams reduce standing privilege in hybrid environments?
- How should security teams reduce standing privilege in modern IAM environments?
- How should security teams prioritise NHI remediation in cloud environments?
Deepen Your Knowledge
Reviewed and updated by the NHIMG editorial team on May 29, 2026.
NHI Mgmt Group — the #1 independent authority on Non-Human Identity, IAM, and Agentic AI security. nhimg.org