Topic starter
07/06/2026 8:19 pm
TL;DR: C1.ai argues that user access reviews were designed for slower, human-centric identity models, but they cannot keep pace with service accounts, bots, and AI agents whose access changes continuously and contextually. Retrospective review cycles now function as a validation layer, not the control plane, because modern risk is action-based rather than entitlement-based.
Editorial analysis by NHI Mgmt Group, based on content published by C1.ai: “Why User Access Reviews Are Becoming a Relic of the Past”.
Key questions
Q: What breaks when user access reviews are the main identity control?
A: User access reviews break when access changes faster than the review cadence.
Q: Why do periodic access reviews fail to reduce identity risk in real environments?
A: Periodic reviews fail when access changes faster than the review cycle and when the organisation relies on manual evidence collection.
Q: What are the signs that a review-centric IAM programme is falling behind?
A: Common signs include frequent exceptions, access that changes between review windows, heavy reliance on manual attestation, and recurring audit evidence that does not match actual runtime behaviour.
Practitioner guidance
- Replace review-first governance with policy-at-request controls Enforce access decisions at the moment access is requested or action is taken, especially for cloud, SaaS, and NHI workloads where permissions change rapidly.
- Use just-in-time access for high-risk permissions Limit standing privilege wherever possible so elevated access expires automatically after the task, session, or approved window ends.
- Treat access reviews as validation, not control Use recertification to confirm whether policy enforcement is working and to find exceptions, not as the mechanism that prevents risky access from existing.
Bottom line: User access reviews no longer match the pace or shape of modern identity risk, especially where non-human identities and automation can change state faster than a review cycle.
What's in the full article
C1.ai's full blog covers the operational detail this post intentionally leaves for the source:
- How to shift from entitlement recertification to policy enforcement at request time
- Examples of just-in-time access patterns for cloud, SaaS, and non-human identities
- How to use access reviews as validation evidence for auditors rather than as the primary control
- Operational distinctions between standing access, delegated access, and action-based governance
👉 Read C1.ai's analysis of why user access reviews are losing relevance in modern identity →
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This topic was modified 4 days ago by NHI Mgmt Group
07/06/2026 10:10 pm
Access review governance was built for stable entitlements, and that assumption no longer holds. The classic model presumes access can be sampled after the fact without losing material context. That premise breaks when service accounts, bots, and AI agents can act, delegate, and change scope inside a single operational window. The implication is that certification cycles no longer define the control boundary for modern identity programmes.
A few things that frame the scale:
- Over 70% of organisations lack automated access risk analysis, user access reviews and provisioning and deprovisioning, according to Pathlock's 2025 Digital Transformation and Access Risk Report.
A question worth separating out:
Q: Should organisations prioritise continuous governance over quarterly access reviews?
A: For high-risk non-human identities and AI agents, yes. Quarterly reviews still matter for accountability, but they are too slow to catch access misuse that emerges during runtime, especially in cloud and SaaS environments.
👉 Read our full editorial: User access reviews are becoming a relic in modern identity
This post was modified 4 days ago by NHI Mgmt Group