McKinsey research on why most AI initiatives fail to scale beyond pilot stage and what to do about it. Three key barriers: lack of a clear AI strategy, organizational resistance, and technical bottlenecks. Successful organizations treat AI as a business transformation (not just a technology project), invest in change management, and create cross-functional AI teams.