As AI reshapes the commerce landscape, retailers and consumer goods companies face new challenges: Profitable growth is harder to sustain, forecasting demands greater precision, and consumers are increasingly discovering products through AI-driven interfaces. This keynote will explore how organizations must prepare to improve financial performance and unlock new ways of working. It will also address the reality that AI adoption is fundamentally different from a traditional software rollout.