We're moving from systems that tell you how to do the work, to systems that actually do it. The architectural shift from passive retrieval to active agency.
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.