Artificial intelligence is not a future promise but a powerful tool that forward-thinking retailers, like Carrefour and Golden Goose, are already utilizing to gain a competitive advantage. In this workshop, we will explore how industry-leading companies are pragmatically harnessing AI right now to enhance their marketing strategies in three key areas: demand forecasting, targeting, and personalization.