AI can only deliver value when the data behind it is connected, trusted and operationally usable. In supply chain, that is often the real challenge. Fragmented systems, inconsistent data flows and weak governance can limit even the most ambitious AI strategies. We will explore what it takes to make core systems AI-ready without full-scale replacement, and why strong data foundations are essential for turning AI from a concept into measurable operational outcomes. Drawing on Lobster’s perspective on data integration and execution, we will look at how businesses can better connect fragmented supply chains and create the operational backbone needed to support AI at scale.