The AiLine platform allows for accurate sales forecasting and timely procurement planning. Forecasting demand at the beginning of the supply chain has a significant impact on company expenses. Poor forecasting is associated with significant risks, primarily in sales: lost sales, tied-up funds in safety stock, and write-offs of finished products, especially for products with short shelf lives.