# Traceforce: Company-wide Security Monitoring for AI Apps Ensuring the security of AI applications through company-wide monitoring and control. - **Source:** [Hacker News: Launches](https://news.ycombinator.com) - **Published:** 2026-07-16 - **Topic:** [Software & Engineering](https://brifing.si/c/engineering) - **Original article:** - **On Brifing:** https://brifing.si/s/3b363d3b-1c65-4fb4-ba00-6f6496027c74 ## What is Traceforce? Traceforce is a security solution that allows companies to monitor and control AI applications across all their devices. It discovers how AI apps like ChatGPT and Claude are used and connected to data sources. ## How Does It Work? Traceforce is installed as a lightweight binary and browser extension on each device. Within 30 minutes, devices upload live data to the company profile, displaying all AI apps on a dashboard. ## Benefits for Security Teams Security teams can monitor the activities of all AI apps in real-time, implement controls, and respond to security risks immediately. ## Why Is It Necessary? AI features are rapidly adopted, but visibility and control are not keeping pace. Traceforce aims to fill this gap by preventing security breaches. ## Comfort for Users Traceforce ensures users understand what is being monitored and provides a strong layer of protection, allowing them to focus on their work. ## Future and Goals Traceforce aims to provide a practical security solution for AI coding assistants and MCPs rapidly adopted by small to medium enterprises. ## Sources covering this story - https://news.ycombinator.com/item?id=48937020 — --- _Summary written by Brifing from the original reporting. Copyright in the original article belongs to its publisher; read the full piece at the link above._