To ensure optimal inventory control and minimize outlays for Kakobuy Footwear in 2025, a robust spreadsheet approach is being implemented. This forecasting framework utilizes detailed purchase history, anticipated market shifts, and supply chain factors. The analysis will support better choice selection regarding inventory levels and special offers