Traceforce: Securing AI Apps with Real-Time Device Monitoring

Launch HN: Traceforce (YC S26) – Company-wide security monitoring for AI apps

We built Traceforce to give companies full visibility into AI apps like ChatGPT and Claude running on employee devices. Our lightweight solution discovers how these tools connect to data sources via MCPs, allowing security teams to detect risks and prevent breaches without slowing down developers. By monitoring metadata locally and offering a 'warn and acknowledge' approach, we help organizations safely adopt AI while protecting sensitive information.

"We keep hearing that new AI features are being adopted so quickly and so broadly that visibility and control just can't keep up."