TL;DR: Legacy IGA models were built to prove that access was reviewed, not to determine whether it still makes sense in real time; as estates exceed 100 applications and service accounts outnumber humans, continuous access intelligence becomes the meaningful control, according to Abnormal AI. The old evidence-first model no longer matches how lateral movers, permission drift, and blended governance-posture programmes actually create risk.
NHIMG editorial — based on content published by Abnormal AI: Identity governance is shifting from audit evidence to live control
Questions worth separating out
Q: How should security teams move from access reviews to continuous identity governance?
A: Start by measuring effective permissions rather than only confirmed approvals.
Q: Why do movers create more identity governance risk than joiners and leavers?
A: Movers accumulate permissions across roles, teams, and inherited groups, while joiners and leavers usually follow clearer lifecycle checkpoints.
Q: What breaks when access reviews are not tied to remediation?
A: They become evidence for auditors rather than a control that reduces risk.
Practitioner guidance
- Map governance to effective access, not just approved access Track whether permissions are actually in use, how they compare to peer cohorts, and whether they changed since the last review.
- Prioritise movers in lifecycle control design Trigger re-evaluation when role, team, application ownership, or group membership changes.
- Extend governance coverage to service accounts and other non-human identities Assign ownership, review cadence, and remediation paths for machine identities that sit outside traditional HR-driven lifecycle workflows.
What's in the full article
Abnormal AI's full analysis covers the operational detail this post intentionally leaves for the source:
- How the vendor frames the shift from quarterly certification to continuous access intelligence in practice
- Examples of the specific access signals it associates with movers, drift, and over-privileged accounts
- The operational context behind its view of identity governance and posture as one continuous programme
- Additional commentary on why the market now treats identity governance as a live control problem
👉 Read Abnormal AI's analysis of identity governance shifting to continuous access intelligence →
Identity governance and posture convergence: what teams need to change?
Explore further