TL;DR: C1.ai argues that identity maturity is no longer a destination but an operating model, because access decisions now happen continuously across people, systems, and AI agents. Static roles, manual reviews, and privilege that lingers between tasks no longer scale once identity becomes the control plane for modern work.
At a glance
What this is: C1.ai’s post says identity maturity is shifting from a project milestone to an operating model as discovery, hygiene, contextual governance, and just-in-time access become necessary for continuous access decisions.
Why it matters: This matters because IAM and NHI programmes now have to govern identities in motion, including AI agents, rather than rely on static roles and periodic review cycles that miss drift.
👉 Read C1.ai's analysis of identity maturity as an operating model in 2026
Context
Identity maturity is the discipline of making access decisions visible, contextual, and repeatable across people, systems, and non-human identities. The problem is not a lack of tooling, but a programme model built around static roles, manual review cycles, and assumptions that access is a periodic event rather than a continuous one.
In C1.ai's framing, modern identity programmes have to deal with discovery, hygiene, governance, and just-in-time privilege as linked stages rather than separate initiatives. That is especially relevant in AI-native environments, where AI agents and workload access can change the pace and shape of entitlement decisions.
The practical issue for IAM leaders is that maturity can no longer mean bigger approval queues or more review volume. It has to mean cleaner identity inventory, better lifecycle handling, and tighter control over when privilege exists at all.
Key questions
Q: What breaks when identity programmes rely only on periodic governance reviews?
A: Periodic reviews often miss the state of access between certification cycles. That creates blind spots in privileged access, orphaned accounts, and access drift across systems that change quickly. Without continuous visibility, teams can approve clean reports while real access remains excessive, stale, or disconnected from business need.
Q: Why do stale accounts create more risk than teams expect?
A: Stale accounts create risk because they preserve a working path into production systems even when nobody is actively monitoring the identity anymore. That can lead to unauthorised record access, data misuse, and failed audits. The larger issue is that inactive or departed identities often escape normal operational attention until they are used.
Q: How do identity teams measure whether maturity is really improving?
A: Look at operational outcomes rather than tool adoption. Faster provisioning, shorter review cycles, better triage quality, and fewer manual reconciliations show that identity is becoming a control plane. If those metrics do not improve, the programme is still doing access administration, not maturity.
Q: Should organisations prioritise just-in-time access over broad access reviews?
A: Yes, when the objective is to reduce active exposure rather than just document it. Access reviews tell you what exists, but just-in-time access changes how long privilege exists in the first place. For high-risk permissions, reducing standing access usually delivers faster risk reduction than another review cycle.
Technical breakdown
Why access governance fails when identity is continuous
Traditional governance assumes access is granted, reviewed, and then left in place long enough for the programme to catch up. In the model described here, that assumption breaks because identity now connects people, systems, cloud services, and AI agents in motion. Access decisions happen repeatedly and context changes faster than periodic controls can absorb. The result is not just more workload. It is a mismatch between the cadence of the control and the cadence of the identity behaviour.
Practical implication: move governance checks closer to entitlement issuance and contextual risk rather than relying only on periodic reviews.
Discovery and hygiene as the foundation for identity maturity
Discovery means building a complete inventory of identities across employees, vendors, service accounts, and AI agents, then mapping where those identities can authenticate or receive privilege. Hygiene follows by removing stale identities, unused permissions, and role sprawl so the programme is working from a trustworthy baseline. Without that baseline, automation simply accelerates bad decisions. Identity maturity is therefore not a reporting layer on top of chaos; it is the work of reducing unknowns before governance can become reliable.
Practical implication: establish inventory and cleanup as prerequisites for automation, not tasks to defer until after governance is deployed.
Just-in-time privilege changes the meaning of standing access
Just-in-time access and zero standing privilege are not simply tighter administration. They change the lifecycle of privilege so elevated access exists only for the task and disappears when the task ends. That matters because standing privilege is one of the most persistent sources of identity risk, especially when access has to span operational systems, SaaS tools, and machine-driven workflows. In practice, the control objective shifts from remembering to remove access later to never allowing idle privilege to accumulate in the first place.
Practical implication: design privileged access so elevation is temporary by default and cannot remain dormant between work events.
NHI Mgmt Group analysis
Identity maturity is now an operating model, not a destination. The article correctly frames maturity as continuous progression rather than a final state. That matters because access risk now emerges from drift, stale assumptions, and identity sprawl across people, vendors, service accounts, and AI agents. Programmes that still think in project phases will keep confusing activity with control.
Discovery is the control that makes every other identity decision defensible. If you cannot see the identity estate, you cannot govern it, automate it, or certify it with confidence. This is not a tooling problem alone, it is a programme-design problem, and it applies equally to human IAM and NHI governance. The practitioner conclusion is simple: visibility is the precondition for trustworthy maturity.
Contextual governance is replacing hierarchy as the basis for access decisions. The article’s emphasis on risk-tied approvals, proactive separation of duties, and exception-focused reviews reflects where identity programmes are heading. That shift reduces friction only when the underlying identity data is clean enough to trust. The implication for teams is to stop measuring governance by review volume and start measuring whether decisions are better matched to actual risk.
Just-in-time privilege is becoming the default answer to standing-access debt. Standing privilege creates a persistent attack surface and a persistent governance burden. When privilege is temporary by design, teams reduce the window in which abuse can occur and cut down the amount of access that needs to be monitored after the fact. The conclusion for practitioners is to treat dormant privilege as a liability, not a convenience.
Autonomous identity pushes maturity from administration into adaptive control. The article points to a stage where AI helps recommend entitlements, spot anomalies, and tune policies continuously. That is a meaningful shift because identity controls must now support machine-speed decisioning without losing accountability. The implication for practitioners is to build programmes that can absorb autonomous behaviour without reverting to manual exception handling as the default.
What this signals
Identity maturity will increasingly be judged by whether the programme can handle identities that move faster than review cycles. For practitioners, that means shifting investment toward trustworthy inventory, lifecycle hygiene, and access issuance controls rather than adding more manual certification volume. Programmes that cannot see what exists will not be able to govern what changes.
The rise of AI agents turns identity maturity into a control-plane problem. Access programmes must now cover actors that request, use, and release privilege at machine speed, which makes standing access harder to defend and slower governance models less useful. The practical signal is to design for issuance-time control, not just review-time oversight.
For practitioners
- Inventory every identity type Build a single inventory that covers employees, vendors, service accounts, and AI agents, then map where each identity can authenticate and receive privilege.
- Remove stale privilege and unused accounts Clean up zombie accounts, unused permissions, and role sprawl before you rely on automation or automated approvals.
- Tie approvals to contextual risk Shift access decisions away from hierarchy alone and toward sensitivity, separation of duties, and current risk signals.
- Make privilege temporary by default Use just-in-time access and zero standing privilege so elevated credentials exist only for the duration of the task.
- Measure maturity by reduction in unknowns Track fewer unknown identities, fewer manual clean-up actions, and fewer dormant privileges as evidence that the programme is becoming dependable.
Key takeaways
- Identity maturity fails when teams treat it as a destination and not as a continuously managed operating model.
- The article's core warning is that discovery, hygiene, contextual governance, and just-in-time access have to work together or the programme stalls.
- For practitioners, the relevant shift is from certifying access after the fact to reducing unknowns and standing privilege before they accumulate.
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 MITRE ATT&CK address the attack and risk surface, while NIST CSF 2.0 and NIST SP 800-53 Rev 5 set the governance and control requirements practitioners need to meet.
| Framework | Control / Reference | Relevance |
|---|---|---|
| OWASP Non-Human Identity Top 10 | NHI-05 — Overprivileged NHI | The article centers on standing privilege and stale access across non-human identities. |
| NHI-01 — Improper Offboarding | The post highlights stale users, unused permissions, and lifecycle cleanup as maturity foundations. | |
| Recommendation — Reduce overprivileged non-human access by removing standing privilege from service and workload identities. Offboard identities cleanly and revoke dormant access before they become part of the baseline. | ||
| NIST CSF 2.0 | PR.AA-05 — Access Permissions, Entitlements and Authorizations | The article is fundamentally about governing entitlements and authorisations across the identity estate. |
| Recommendation — Continuously validate entitlements so access stays aligned to current risk and business need. | ||
| NIST SP 800-53 Rev 5 | AC-6 — Least Privilege | Least privilege is a central control objective behind just-in-time access and standing privilege reduction. |
| Recommendation — Apply least privilege so elevated access is temporary, scoped, and removed after use. | ||
| MITRE ATT&CK | TA0004;TA0006 — Privilege Escalation; Credential Access | The article describes how privilege drift and over-privilege expand attacker opportunity. |
| Recommendation — Map privilege drift and credential exposure to escalation and credential-access detection paths. | ||
Key terms
- Identity maturity: Identity maturity is the degree to which an organisation has turned identity from a deployment into a managed operating model. In practice, it covers visibility, governance, automation, and continuous improvement across humans and non-human identities, with measurable controls rather than one-time implementation milestones.
- Contextual Governance: Contextual governance is a risk-based approach that applies different levels of oversight depending on what a specific AI system can actually do. A read-only assistant, a coding tool, and an autonomous agent should not receive the same controls, because their blast radii and accountability needs differ.
- Just-in-Time Access Request: Just-in-Time Access Request is a pattern that grants access only when it is needed and only for the duration required. It reduces standing privilege by making access temporary, policy driven, and task scoped. This approach is especially useful for contractors, sensitive systems, and short-lived operational work.
- Standing Privilege: Standing privilege is access that remains active even when no immediate task requires it. For NHI programmes, it is a common failure mode because long-lived credentials and persistent roles create unnecessary exposure. Reducing standing privilege usually means tighter expiry, on-demand access, and clearer review of who or what still needs access.
What's in the full article
C1.ai's full blog post covers the operational detail this post intentionally leaves for the source:
- The stage-by-stage identity maturity model from zero visibility through autonomous identity
- The article's success metrics for discovery, hygiene, and just-in-time privilege
- The discussion of how AI agents change entitlement cadence and governance expectations
- The narrative examples of teams that start from spreadsheets, audit pressure, or a close call
👉 C1.ai's full post expands the maturity stages, success metrics, and AI-native governance shift.
Deepen your knowledge
NHI governance, agentic AI identity, and machine identity lifecycle are core topics in our NHI Foundation Level course, the industry's only accredited NHI security programme. If you are building or maturing an IAM programme, it is worth exploring.
Published by the NHIMG editorial team on June 7, 2026.
Updated on October 7, 2026.
NHI Mgmt Group, the independent authority on Non-Human Identity, IAM, and Agentic AI security. nhimg.org