Distributed identity sprawl increases risk because ownership, entitlement, and approval data become fragmented across many apps and teams. Non-human identities add more machine-created access paths that are harder to track with legacy IGA processes. When visibility is incomplete, organisations lose the ability to spot excessive access, stale grants, and unusual patterns before attackers or auditors do.
Why This Matters for Security Teams
Identity sprawl is not just an inventory problem. When ownership, approval, and entitlement records are scattered across cloud platforms, SaaS tools, CI/CD systems, and directory layers, security teams lose the ability to answer simple questions such as who can access what, why they have it, and whether it is still needed. That becomes far more dangerous once non-human identities are added, because service accounts, API keys, certificates, and workload tokens often outnumber humans and are provisioned faster than legacy governance can track.
The risk is structural: NHI access is frequently created for automation, then forgotten, duplicated, or embedded in workflows that bypass normal review. NHIMG research shows that only 5.7% of organisations have full visibility into their service accounts, and 97% of NHIs carry excessive privileges, which makes hidden access paths especially hard to contain. OWASP’s OWASP Non-Human Identity Top 10 frames this as a control failure, not just a discovery gap.
In practice, many security teams only learn how deep the sprawl goes after an audit, a breach, or a failed offboarding review exposes how much access was never properly owned.
How It Works in Practice
Distributed identity sprawl increases access risk because each system becomes a partial source of truth. Human identities may live in IAM, HR, and app-specific directories, while NHIs are split across vaults, build pipelines, Kubernetes clusters, cloud roles, ticketing systems, and vendor integrations. The result is fragmented context. A privilege may look harmless in one system, but when combined with another entitlement elsewhere, it becomes a meaningful escalation path.
For security teams, the practical response is to treat identity governance as a lifecycle and telemetry problem. Current guidance from NIST Cybersecurity Framework 2.0 and NIST SP 800-53 Rev. 5 supports continuous monitoring, least privilege, and periodic access review, but those controls only work when identity data is normalized and kept current. In NHI programs, that usually means:
- building a single inventory of human and non-human identities with clear ownership
- tagging each NHI to a workload, application, or automation use case
- tracking entitlements, secrets, certificates, and token TTLs as one access chain
- flagging stale, orphaned, duplicated, or overprivileged identities for remediation
- reviewing machine access on the same cadence as the underlying workload changes
NHIMG’s Ultimate Guide to NHIs notes that 79% of organisations have experienced secrets leaks, which shows how quickly unmanaged machine access becomes an exposure issue. These controls tend to break down when identities are created inside ephemeral CI/CD jobs and short-lived cloud services because ownership disappears before governance workflows can assign accountability.
Common Variations and Edge Cases
Tighter identity control often increases operational overhead, requiring organisations to balance visibility gains against automation speed and engineering autonomy. That tradeoff is especially visible in environments that use ephemeral workloads, third-party SaaS integrations, or AI agents that generate new access paths at runtime.
Best practice is evolving, but current guidance suggests treating these cases differently from standard user access reviews. A short-lived token used by an agent or pipeline should not be governed like a long-lived human role assignment. Instead, teams should use context-aware approval, short TTLs, and fast revocation, while reserving manual review for high-risk privileges and externally facing integrations. This matters because NHI sprawl often hides in places traditional IGA tools do not inspect well, such as build logs, orchestration metadata, and shadow admin accounts.
NHIMG’s Ultimate Guide to NHIs, Key Challenges and Risks and the 52 NHI Breaches Analysis both show that hidden credentials and excessive privilege are recurring breach patterns. The main edge case is legacy infrastructure, where service accounts cannot be rotated quickly without breaking dependencies, so organisations may need compensating controls before they can fully eliminate sprawl.
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 AI RMF, NIST CSF 2.0 and NIST Zero Trust (SP 800-207) set the governance and control requirements practitioners need to meet.
| Framework | Control / Reference | Relevance |
|---|---|---|
| OWASP Non-Human Identity Top 10 | NHI-01 | Identity sprawl creates unmanaged NHI inventory and ownership gaps. |
| CSA MAESTRO | GOV-01 | Distributed machine identities need governance and lifecycle controls. |
| NIST AI RMF | GOVERN | Risk management must account for autonomous access creation and use. |
| NIST CSF 2.0 | PR.AC-1 | Access control depends on accurate identity and entitlement records. |
| NIST Zero Trust (SP 800-207) | SC-1 | Zero Trust requires continuous verification across fragmented identity sources. |
Inventory every NHI, assign an owner, and remove orphaned identities before access drifts further.
Related resources from NHI Mgmt Group
- Why do identity security programmes need trust scoring and risk signals for non-human identities?
- Who is accountable when AI agents and other non-human identities make access decisions that create risk?
- Why does access sprawl increase risk in hybrid identity environments?
- Why do non-human identities create more audit risk than human accounts?
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