Deciding to pivot is usually an emotional decision. It should be a mathematical one. A framework for knowing exactly when the current path is dead.
The AI Transformation Framework
A methodology for moving AI from experiments to operating systems. Four phases, built on lessons from digital and cloud transformation waves, tested across healthcare, consumer tech, and agencies.