For the past few years, artificial intelligence dominated boardroom conversations and conference stages. New tools appeared weekly. Demos looked impressive. Early adopters rushed to experiment. Yet behind the excitement, many companies quietly reached the same conclusion: deploying AI alone does not guarantee real results. Today, a clear shift is underway. Organizations are