Retail leaders are under pressure to deliver hyper-personalized experiences, resilient supply chains, and faster decision-making, all while controlling costs and maintaining customer trust. The challenge isn’t a lack of AI ambition, it’s that most retail data environments were never designed to support AI at scale. This session will explore how leading retailers are breaking through these constraints by adopting a true hybrid strategy—bringing AI to the data, wherever it lives. Attendees will see how unifying historical and real-time data enables measurable business impact, like a 20-30 percent increase in customer lifetime value through real-time personalization. As retailers enter the next chapter of data-driven growth, the real bottleneck isn’t the model, it’s the data foundation behind it.

This session is only open to retailers and consumer goods manufacturers.