Cloudflare

Catching rogue AI behavior with identity-aware analytics

Aug 5, 2026Ming Lu, Kenny Johnson, Ayush Kumar
Catching rogue AI behavior with identity-aware analytics
SummaryAI, from the source post

Introduces identity-aware AI Gateway with Cloudflare Access integration, allowing authentication via SAML providers and policy setting for access control. Adds `cf.user_id` to request metadata for per-user logging and spend tracking. Introduces User Insights tab for behavioral baselining and anomaly detection, comparing session costs against a user's p95 and an account's p99 to identify deviations. Implements a dollar floor to filter out low-cost anomalies. Outlines future work on task-based smart routing and prompt classification.

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