Why most PE portfolio AI projects fail — and what to do differently

There is a pattern that repeats itself across PE portfolios with uncomfortable regularity. A portco management team pitches AI as a value creation lever during the hold. The operating partner nods. A vendor gets selected, often quickly. Six months later, the project is either stalled, descoped…