Privent

Privent functions as a security‑layer agent for generative AI workflows. It integrates directly as a native node within platforms such as LangGraph, CrewAI, and n8n, where it can read the complete state of an AI agent, evaluate risk using the ACARS scoring system, and apply the APE transformation to data before it is sent to any external model.

The tool is designed for developers and teams that need to monitor and control the exposure of data in AI pipelines. By installing the Privent extension, users can run a 30‑day observation period that generates a personalized security report, including auto‑generated audit trails that satisfy compliance requirements like GDPR, HIPAA, and the EU AI Act. The service does not retain any user data after the assessment.

Privent is positioned as an experimental, free offering that provides a baseline AI risk assessment for enterprises. The setup is described as quick, requiring only a brief form and minimal configuration, after which the extension begins monitoring immediately.