To ensure optimal inventory management and minimize costs for Kakobuy Shoes in 2025, a robust spreadsheet approach is being implemented. This forecasting framework includes detailed revenue figures, anticipated market shifts, and logistics aspects. The analysis will aid better strategic planning regarding manufacturing quantities and special offers