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Term · 27. Emerging Categories 2024-2026

AI-Driven Access Policy Optimization

IDM/IGA Domain
AuthZ Identity Security Introduced by: Gartner

Definition

ML-driven analysis of historical access patterns to recommend least-privilege policy refinements — flagging permissions never used, suggesting role consolidations, identifying toxic combinations, and right-sizing entitlements to actual usage. Continuously learns from new access events.

Synonyms
  • ML-Based Policy Optimization
  • Smart Role Recommendations
Application
Regulatory: Gartner Magic Quadrant / Hype Cycle
Standards & regulations
  • Gartner
Sources