Shadow AI

Shadow AI is the AI equivalent of shadow IT: tools adopted bottom-up by individuals and teams, outside official oversight. People reach for whatever helps them get work done — a consumer chatbot, a browser extension, an agent they spun up themselves — well ahead of any sanctioned rollout.

It’s a double-edged signal. The upside is that it shows where AI creates value, faster than any top-down strategy will. The risk is real too: sensitive data pasted into tools with no data agreement, and ungoverned agents taking actions no one is tracking. Banning it tends to drive it further underground; the workable response is to channel it — give people approved tools that are good enough to use, an inventory of what’s running, and clear rules — which is exactly the job of AI governance.