AI programs often begin with technology enthusiasm and stall when the organization has to change how work actually gets done. The gap is rarely only technical.
The Leadership Work
Successful transformation needs operators who can define the operating model, clarify decision rights, and sequence change across functions. Without that, even good tools sit outside the daily system of work.
The Practical Question
Before choosing the next platform, leaders should ask who owns adoption, who resolves process conflict, and how progress will be measured in operating terms.