In today’s unpredictable market, the ability to quickly and accurately anticipate demand shifts is vital for maintaining a competitive edge. This paper explores how AI can transform demand forecasting, serving as a key resource for supply chain professionals looking to enhance their strategies with advanced AI technologies. We discuss the limitations of traditional forecasting methods, which often struggle to manage the complexity of modern supply chain data, and practical steps to improve.