insights
Why AI pilots die after launch — and what commercial teams miss
Many commercial teams have already reached the conclusion that AI underperformance isn’t a technology problem. The harder realization is that adoption failure is rarely abstract — it shows up in very specific, repeatable ways inside organizations. Understanding those patterns, and how they change depending on where an asset sits in the commercial lifecycle, is often the difference between pilot…