A Closer Look at the AI Adoption Stages Behind Enterprise AI Success

Every enterprise moves through the same AI adoption stages, whether it plans them or not. The path runs from scattered tool use to first pilots, then into live production, and finally into shared systems the whole business relies on. Each move happens gradually, so companies usually reach a new stage well before anyone recognizes it. What separates one company from another is how far along that path it has come, and the gap across the market is wide. McKinsey's 2025 Global Survey found that 88…