U.S. Firms Adopt AI Faster But Japan Generates Deeper Returns

The Common Question

Why are US companies getting less value from AI than Japanese firms?

The Lesson in This Case

U.S. firms deploy AI fast but consistently fall short on measurable returns, while Japanese companies move slower and generate deeper, more durable results. The difference comes down to implementation depth – American organizations treat AI as a sprint to adoption, while Japanese firms treat it as a structural change to how work actually gets done. Senior leaders approving AI budgets should ask not how quickly their teams can deploy, but how thoroughly the organization is willing to redesign the processes AI touches.

Originally reported by Harvard Business Review. Read the full story here.