I've helped teams roll out AI products for the past two years.

The same failure pattern shows up almost every time.

They build something that demos well. Leadership gets excited. They ship it to 50 users in week one. Within two weeks, trust is destroyed and the project gets shelved 😅

The teams that succeed do something different. This is the...