Privent 2.0

Privent provides a critical security layer for agent-based systems, ensuring sensitive data remains protected. It works by tokenizing personally identifiable information (PII) and secrets, allowing workflows to continue without exposing raw data to external language models. Key features include: • Real-time data tokenization within workflows • Reversal of tokenized data at trusted destinations • Complete audit logging and risk scoring for agent actions • Official n8n integration for seamless embedding • Flexible deployment options: cloud, dedicated, or fully on-premise Unlike permanent redaction methods, Privent transforms sensitive inputs, providing models with safe versions while maintaining data integrity for later restoration. This approach allows agent workflows to process information without the risk of data leakage. It integrates directly into n8n workflows as a native node, removing the need for proxies or rewrites. Privent is ideal for teams running agent workflows in production environments, particularly those dealing with patient data, financial records, or proprietary enterprise information. It's built for organizations that prioritize data privacy and cannot compromise on the security of every record handled by their systems. The secure pipeline ensures that even local mode operations run fully offline, enforcing robust data governance.