Resource Planning for Change

People underestimate the change management cost. Consistently, predictably, universally. The number I use is this: for every dollar spent on AI technology, effective change requires fifty cents to one dollar in change management — training, champions, communication, measurement, adjustment cycles, and executive time.

Organizations that cut the change management budget are the ones that write the cautionary tale case studies. They are not cited as organizations that made a rational budget decision. They are cited as organizations that proved that technology alone is not transformation.

What does change management actually cost? Training is obvious: curriculum development, delivery time, facilitation. Champions are less obvious but significant: time investment for the champion is time not spent on their primary job, which is a real cost that most budgets do not capture. Communication is underestimated: not the announcement email, but the ongoing campaign — the case studies, the metrics updates, the skeptic conversations, the success stories. Measurement is invisible until you need it: the systems that track adoption, workflow change, and transformation metrics have to be built, maintained, and interpreted.

The organizations that budget all of this are the organizations with 80%+ genuine adoption at 12 months. The organizations that budget the technology and the training are the organizations explaining to the board why adoption is at 30% despite the successful pilot.