Shadow AI: What It Is and How to Find It in Your Organization
Network Intelligence News, Monday, October 12th, 2026
Network Intelligence explains shadow AI, including unregistered agents and MCP servers, and how an AI bill of materials helps find it.
Network Intelligence defines shadow AI as AI usage that never went through procurement, including chatbots, extensions, plugins and self-built agents, with unregistered agents and MCP servers a growing part of that surface, each with its own standing access to systems.
The post recommends an AI bill of materials, a complete exportable inventory of sanctioned and shadow AI tools, and says data exposure matters more than usage counts.
Discovery must come before policy, and shadow AI oversight is increasingly a compliance obligation under frameworks such as India's DPDP.