AI Adoption has entered a new phase. The conversation inside enterprises has shifted from experimentation to expectation. Leaders no longer ask whether AI belongs in the organization. They ask how fast it scales, how safely it operates, and how clearly it delivers value. Over the next 24 months, AI Adoption will mature in visible ways. The winners