Pattern recognition, written down.

Why 95% of Enterprise AI Pilots Fail (And What the 5% Do Differently)

As of March 2026, most organisations that invested in AI over the last two years have nothing measurable to show for it. MIT’s NANDA initiative studied 300 public AI deployments: ninety-five percent of enterprise AI pilots delivered zero measurable P&L impact. Here is what the other five percent do differently.