AI/ML Overview Dashboard

Navigation: Platform > AI/ML > Overview

The AI/ML Overview page serves as the central command center for monitoring and managing your organization's AI and machine learning assets within the JFrog Platform. It provides a real-time summary of asset health, model inventory, MCP server configuration, and runtime activity across all projects.

Summary Section

Card	Description
Malicious AI Assets	Displays a security status indicating whether any malicious models or MCP servers have been detected. A green "Great News!" state confirms no threats were found. Clicking Show All takes you to the Shadow AI page.
Total Detected Assets	Shows the total number of AI models currently detected across your environment.
Total Allowed Models	A donut chart breaking down allowed models by type: Package, External, and Custom.
Total Allowed MCP Servers	A donut chart showing the number of allowed MCP servers, segmented by Local and Remote.

Runtime Section

This section provides live operational data about AI gateway usage and active models.

Component	Description
Live Models	Displays the number of models currently active across all projects.
Requests by Provider	A time-series chart showing AI gateway request volume, filterable by time range (for example, Last Hour) and by project. Displays "No data" when no requests have been recorded in the selected window.