Executive Overview The corporate artificial intelligence conversation has reached a decisive turning point. The era of frictionless, unmonitored experimentation is giving way to rigorous balance-sheet accountability. Over the past two years, enterprise discussions focused primarily on technical feasibility—evaluating whether large language models (LLMs) could reliably perform complex knowledge work. Today, executive leadership, board members, and…