growth constraint
Why 90% of AI Pilots Fail and What the 5% Do Differently
By Bill Goodwin, MBA, Certified Scaling Up Coach · Updated November 2026 Most AI pilots fail because companies apply AI in a lot of different places, like individual productivity or problems that maybe aren’t their top problems. The 5% apply AI to their top growth constraint first and design it very well. The 95% figure…