Companies in both the U.S. and Japan are struggling to deploy AI, but often in very different ways. In the U.S., deployment is wide but shallow, meaning companies struggle to create real value with AI. In Japan, deployment has moved slowly, but where it has happened, it’s often deep and fruitful. Understanding what’s happening in both contexts offers important lessons for companies trying to develop an AI strategy and demonstrate ROI on their AI investments.