AI adoption is not the same as AI transformation. While most organizations are experimenting with AI, far fewer are scaling it into meaningful business value. The difference is enablement: helping people understand where AI fits, how to use it responsibly, and how it improves real work. AI success is not just a technology strategy. It is an organizational change strategy.