Many organisations roll out AI with enthusiasm, only to see momentum fade within weeks. Teams attend demos, experiment briefly, and then quietly return to old habits. The problem isn’t a lack of interest or intelligence—it’s that AI is often introduced without a clear structure for how it fits into real work. AI is frequently positioned as something to “play with” rather than something to own. Employees are shown tools but not given direction on how those tools relate to thei