Product
The Identity Knowledge Graph
AI Agents for IAM
Solutions
Identity Visibility and Intelligence
Smarter User Access Reviews
Proactive ISPM
Streamlined Access Requests
Identity Lifecycle Management
Govern Non-Human Identities
Company
Resources
Product
The Identity Knowledge Graph
AI Agents for IAM
Solutions
Identity Visibility and Intelligence
Smarter User Access Reviews
Proactive ISPM
Streamlined Access Requests
Identity Lifecycle Management
Govern Non-Human Identities
Company
Resources
Book a demo
Product
The Identity Knowledge Graph
AI Agents for IAM
Solutions
Identity Visibility and Intelligence
Smarter User Access Reviews
Proactive ISPM
Streamlined Access Requests
Identity Lifecycle Management
Govern Non-Human Identities
Company
Resources
Book a demo
Close Trigger
Fresh Off the Fabric
Category: Report
Report
Evaluating Large Language Models for Enterprise Access Review Decisions
A real-world benchmark evaluating how leading large language models perform on enterprise access review decisions—measuring not just correctness, but the quality and defensibility of their reasoning.
Ilay Levinget
January 12, 2026
