AI programs do not fail because leaders forgot to ask about ROI. They fail because ROI arrives too late to steer the work. Strong ai transformation progress monitoring starts earlier and goes deeper. It tracks whether the model is reliable enough for production, whether teams change how work gets done, and whether that change shows […]