All three should be involved because each sees a different failure mode. Security cares about privilege risk, IAM cares about lifecycle control, and compliance cares about evidence. A useful selection process forces agreement on the access outcomes the platform must support before anyone scores features or integrations.
Why This Matters for Security Teams
IAM platform selection fails when each function optimises for its own blind spot. Security teams tend to look for privilege reduction and detection, IAM teams focus on provisioning and lifecycle control, while compliance teams need evidence that survives audit. If those goals are not aligned up front, the platform can appear “complete” in demos and still miss the access outcomes that matter in production.
This is especially visible in non-human identity governance, where secret sprawl, inconsistent privilege models, and weak attestation create risk long before an audit does. NHIMG’s Top 10 NHI Issues and Ultimate Guide to NHIs — Regulatory and Audit Perspectives both point to the same pattern: access governance fails first at the operational layer, then becomes a reporting problem. Current guidance from the NIST Cybersecurity Framework 2.0 supports cross-functional ownership, but it does not replace the need to define decision rights for selection. In practice, many security teams encounter platform gaps only after a control failure, rather than through intentional evaluation criteria.
How It Works in Practice
The most reliable selection process assigns each team a distinct evaluation lens, then forces a shared decision on the access outcomes the platform must support. Security should test whether the platform can reduce standing privilege, detect anomalous access, and handle secrets securely. IAM should validate lifecycle controls, approvals, federation, deprovisioning, and whether the platform can manage both human and non-human identities without duplicating policy logic. Compliance should confirm that the system can produce defensible evidence, preserve audit trails, and prove that controls are operating as designed.
A useful structure is to score the platform against three questions:
- Can it enforce least privilege and segment access by workload, environment, and task?
- Can it issue, rotate, and revoke credentials without creating manual exceptions?
- Can it produce evidence for review, audit, and exception management without spreadsheet reconstruction?
For non-human identities, this should include support for ephemeral credentials, workload identity, and policy enforcement at the time of access rather than only at onboarding. NHIMG’s Ultimate Guide to NHIs — Lifecycle Processes for Managing NHIs is useful here because lifecycle maturity is where many platforms differ most in practice. For implementation detail, the question is not whether a platform has features, but whether those features map cleanly to your control owners, your evidence model, and your revocation process. That is consistent with the NIST Cybersecurity Framework 2.0 emphasis on governance, protection, and continuous monitoring. These controls tend to break down when access decisions are split across too many systems and no single team owns the final entitlement outcome.
Common Variations and Edge Cases
Tighter cross-functional review often increases procurement time and internal negotiation overhead, requiring organisations to balance speed against control quality. That tradeoff is real, especially when the platform must support both legacy IAM workflows and newer non-human identity use cases.
There is no universal standard for who should “own” the evaluation. In smaller organisations, security may lead the process and IAM or compliance may act as approvers. In larger enterprises, the best practice is evolving toward a steering group with a named decision owner, because no single team can fully judge risk, operability, and auditability at once. The key edge case is when compliance becomes the lead evaluator without operational input: that often produces strong documentation and weak runtime control. Another common failure mode is when IAM evaluates in isolation and selects a tool that integrates cleanly but cannot enforce the privilege boundaries security expects.
For regulated environments, compliance should be involved early enough to define evidence requirements, but not so early that it sets technical requirements alone. For high-risk NHI environments, security should insist on proof of revocation, secret handling, and privilege minimisation before any vendor comparison is finalised. Best practice is to use a shared scorecard and require sign-off from all three functions, with the final selection tied to the access outcomes the platform must prove. NHIMG’s 2024 Non-Human Identity Security Report shows why this matters: 88.5% of organisations say NHI practices lag human IAM, which means platform choice is often compensating for process immaturity rather than replacing it.
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 | GV.OV-01 | Cross-functional platform evaluation depends on governance oversight of outcomes. |
| OWASP Non-Human Identity Top 10 | NHI-01 | Platform choice must reduce NHI exposure from secrets and privilege misuse. |
| NIST AI RMF | Structured evaluation aligns with AI risk governance and accountability principles. |
Test candidate platforms for NHI lifecycle control, secret handling, and least privilege enforcement.
Related resources from NHI Mgmt Group
- How do IAM and compliance teams decide whether to buy point tools or broader governance platforms?
- How should IAM teams evaluate replacements for IBM Security Verify?
- How should IAM teams evaluate identity platforms beyond feature lists?
- How should security teams evaluate Duo Security alternatives for IAM governance?
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