How to Manage Shadow AI Risk Without Killing Innovation

Shadow AI isn’t a fringe behavior; it’s the norm. My team recently analyzed AI usage patterns across multiple industries and found signs of unapproved AI activity in more than 80% of the 100+ customer organizations sampled. Whether it’s sales teams dropping customer data into ChatGPT, HR uploading resumes into Claude, or executives experimenting with AI..

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