The first wave of serious enterprise AI adoption is behind us. The results are in. McKinsey found 88% of companies use AI — but only 39% see earnings impact. Four lessons emerge from companies like JPMorgan, Walmart, Bank of America, and Klarna. None of the lessons are about the technology itself. They're about leadership accountability, problem definition, data readiness, and knowing where AI adds value versus where it doesn't.