Krux
March 20, 2026
Fewer Than 5% of Enterprise AI Pilots Deliver Value
Published: March 20, 2026 at 12:58 AM
Updated: March 20, 2026 at 12:58 AM
100-word summary
MIT-affiliated research found fewer than 5% of enterprise AI pilots create measurable business value. Companies like Eaton, Cisco, and Johnson & Johnson are now killing 80% of their experiments to focus on three to five high-impact bets instead. Johnson & Johnson runs hundreds of AI tests but discovered the top 15% generate roughly 80% of results. The fix isn't more pilots. It's ruthless selection tied to CEO priorities, then 90-day cycles to prove and scale winners. Cisco tested 24 workflows and found AI could augment 30% of activities, but only after narrowing focus. The era of "let a thousand AI flowers bloom" is quietly ending.
What happened
MIT-affiliated research found fewer than 5% of enterprise AI pilots create measurable business value. Companies like Eaton, Cisco, and Johnson & Johnson are now killing 80% of their experiments to focus on three to five high-impact bets instead. Johnson & Johnson runs hundreds of AI tests but discovered the top 15% generate roughly 80% of results. The fix isn't more pilots. It's ruthless selection tied to CEO priorities, then 90-day cycles to prove and scale winners. Cisco tested 24 workflows and found AI could augment 30% of activities, but only after narrowing focus.
Why it matters
The era of "let a thousand AI flowers bloom" is quietly ending.