Accountability should sit with identity governance and the asset or application owners who can explain the account’s purpose and required access. Security teams can detect and flag machine identities, but business and technical owners must validate classification, approve access, and confirm lifecycle decisions. Clear ownership is essential because discovery alone does not reduce risk unless someone is responsible for action.
Why This Matters for Security Teams
Once a machine identity is discovered, the real risk is not detection but ownership. Security teams can surface service accounts, API keys, and certificates, yet they usually cannot answer why each identity exists, what it should access, or when it should be retired. That responsibility sits with identity governance and the asset or application owners who understand business purpose and operational dependencies. NHI Mgmt Group notes that only 5.7% of organisations have full visibility into their service accounts, which makes accountable classification even more important. See the Ultimate Guide to NHIs — Key Challenges and Risks and the NIST Cybersecurity Framework 2.0 for the governance lens.
In practice, many security teams encounter overprivileged or orphaned machine identities only after an incident, a failed audit, or an application outage forces a rushed review, rather than through intentional lifecycle governance.
How It Works in Practice
Accountability should be assigned by identity class and business context, not by who first found the credential. A practical model is to treat discovery as a security trigger, then route each machine identity to an accountable owner for classification, access validation, and lifecycle decisions. Identity governance typically defines the classification rules, while application, platform, or asset owners confirm purpose and business criticality. Security teams then enforce evidence, deadlines, and remediation tracking.
A usable workflow is straightforward:
- Detect the machine identity and capture where it is used, how it authenticates, and what systems it touches.
- Assign an owner based on the application, service, or workload that depends on it.
- Classify the identity as production, non-production, third-party, break-glass, or orphaned.
- Require the owner to approve necessity, scope, rotation expectations, and retirement timing.
- Record the decision in an identity governance register and review it on a fixed cadence.
This aligns with lifecycle guidance in the NHI Lifecycle Management Guide and the control expectations in NIST SP 800-53 Rev 5 Security and Privacy Controls. The key point is that discovery does not equal remediation. Someone with authority over the workload must confirm whether the identity still has a valid purpose, whether its privileges are justified, and whether its secrets should be rotated or revoked.
This guidance tends to break down in shared platforms, outsourced environments, and legacy systems where no single owner can explain the account because responsibility was never formally recorded.
Common Variations and Edge Cases
Tighter ownership rules often increase operational overhead, requiring organisations to balance faster triage against the administrative cost of resolving ambiguity. In mature environments, that tradeoff is worth it; in messy environments, it is the main blocker to action.
Some cases need special handling. Shared service accounts may need dual ownership, with one party responsible for application function and another for identity governance. Third-party or vendor-managed identities often require contractual accountability, because the internal team can detect exposure but may not control the credential lifecycle. Break-glass accounts are another exception: they should still have an owner, but review frequency and approval paths are usually stricter than for routine service identities.
Current guidance suggests that no universal standard exists for how to split accountability between central identity teams and product owners, but the pattern should be explicit, documented, and auditable. For deeper context, see the Top 10 NHI Issues and the Ultimate Guide to NHIs — Regulatory and Audit Perspectives. Without that clarity, teams can discover machine identities endlessly and still fail to reduce risk because nobody is accountable for the decision to keep, change, or remove them.
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 |
|---|---|---|
| OWASP Non-Human Identity Top 10 | NHI-01 | Ownership and lifecycle governance are core to discovered machine identities. |
| NIST CSF 2.0 | GV.OV-01 | Governance oversight defines who is accountable for identity decisions. |
| NIST SP 800-53 Rev 5 | CM-8 | Asset inventory control supports discovery, classification, and ownership mapping. |
| CSA MAESTRO | GOV-03 | Agent and workload governance requires clear accountability and lifecycle control. |
| NIST AI RMF | GOVERN | Governance function establishes accountability for automated and autonomous systems. |
Assign each machine identity to a named owner who must classify purpose, approve access, and retire it on schedule.
Related resources from NHI Mgmt Group
- Who should be accountable for governing machine and agent access to secrets?
- How should security teams manage machine identities before they create audit and breach risk?
- Who is accountable for organisation-wide credential security across employees and machine identities?
- Who should be accountable for governing machine and agentic identities?
Deepen Your Knowledge
Reviewed and updated by the NHIMG editorial team on August 26, 2026.
NHI Mgmt Group — the #1 independent authority on Non-Human Identity, IAM, and Agentic AI security. nhimg.org
