Varonis Atlas now integrates with Claude Inference hooks, routing prompts through an AI security server for real-time allow-or-deny verdicts before inference runs.
That inspection happens ahead of Claude ever seeing the prompt — the request is sent off for review and policy evaluation first. If it violates policy, it never reaches the model. Support for Inference hooks helps security teams prevent sensitive data exposure, prompt injection attempts, and other risky activity.
source & further reading
varonis.com — original article
RovoBlast: How One Click Triggered Atlassian’s AI Assistant to Leak Data
Introducing Agent Intent-Based Access Control
When AI Assistant Share Links Become Public Exposure