🔧 AI Adoption Is Not an Operating Model

The investor mandate was unambiguous: become AI-native immediately and establish an advantage before the market caught up.

The organization responded with speed. Teams automated work, created new capabilities, and changed how functions operated. I built AI workflows that made the work of a full department
redundant. The department was removed,...