Supply chain and warehouse operations have never had more powerful technologies at their disposal. According to research from Open Sky Group, 94% of supply chain companies plan to use AI or generative AI for decision support within two years, yet only 23% have a formal AI strategy in place. A demand-forecasting model fed inconsistent inventory data will generate replenishment signals that either overstock slow-moving SKUs or leave fast-moving items short. The Hackett Group reports that economic uncertainty is a top concern for 75% of supply chain leaders, with agility and resilience ranking among their highest priorities for 2025. Supply chain and warehouse leaders who are seeing consistent returns from spatial and agentic AI investments tend to share a common approach.