The “Why AI Fails” Collection

In this series, our CEO, Mike Cottmeyer, argues that AI transformation is failing for the same reason agile transformation did: pilots succeed because they’re built in a protected, adaptive environment that production never recreates, and the fix isn’t better technology but engineering four specific conditions (encapsulated capabilities, clean data, single ownership, and governed intent), one economically proven ninety day slice at a time.