To ensure optimal inventory administration and minimize costs for Kakobuy Footwear in 2025, a robust spreadsheet approach is being implemented. This forecasting framework incorporates detailed revenue figures, anticipated market shifts, and supply chain considerations. The analysis will support better strategic planning regarding manufacturing quan