The AI Roll-Up Trap: Why Owner-Operators Are Being Sold a Margin Story the Data Doesn't Support
86% of investors believe AI roll-ups will drive margin improvement. Yale's data shows margins fall from 25% to 19% at exit. Here's what that gap means for your exit.