Modern supply chains demand more than historical data. By combining internal metrics with verified external sources—like weather, market trends, and sentiment—AI can accurately forecast demand and optimise sell-through. This data-driven approach turns supply chains into adaptive, resilient systems that reduce waste, respond faster, and drive better business outcomes.