Platform for managing and governing edge AI models on IP video security cameras, providing model deployment, monitoring, inference publishing, and compliance tracking. Targets security operators and organizations deploying camera-edge AI, offering camera inventory, a model library with Model Cards, approval-based deployments, dashboards, and exportable audit trails.