Key facts:
The AI conversation has quietly changed tone. The question is no longer whether AI will deliver on its promise, but how quickly organizations can reshape themselves around a technology that is moving from the edge of the enterprise into its decision-making core. AI is beginning to define how strategy is set, how operations run, and where competitive advantage is built or lost.
What makes this moment difficult is not the technology itself, but everything around it. The leaders pulling ahead are those who have rebuilt their data foundations and redesigned operating models to let AI work at scale.