Japanese enterprises have pursued digital transformation under the banner of data utilization, yet few have achieved genuine business transformation. Now that the banner has shifted to AI, the same pattern is emerging: gains stop at efficiency and do not translate into revenue. This session presents CIOs with a turnaround strategy to avoid repeating that mistake, built around three questions: what to transform and how, who should drive the change, and how to measure its results.