How to move from AI discovery to AI enforcement

Most enterprise shadow AI programs have completed step one. They ran discovery, found more AI in the building than expected, and built a spreadsheet. Then the program stalled.This pattern is nearly universal. Discovery is genuinely useful, and it's also where the easy work ends. Knowing that 37 agents are running, roughly the enterprise average per Microsoft's February 2026 Cyber Pulse research, doesn't change the fact that more than half operate with no security oversight or logging.An inventor