To ensure optimal inventory control and minimize outlays for Kakobuy Shoes in 2025, a robust spreadsheet approach is being implemented. This forecasting framework utilizes detailed revenue figures, future demand, and distribution network considerations. The report will aid better strategic planning regarding inventory levels and seasonal promotions