AI adoption is becoming a leadership KPI. But once usage becomes visible, comparable and measured, people start responding to the metric. The real question is not whether people are using AI, but whether the work is actually improving.

Most AI initiatives fail not because the technology is weak, but because organisations underestimate the behavioural and decision-making shifts AI requires.