To ensure optimal inventory control and minimize outlays for Kakobuy Shoes in 2025, a robust planning document approach is being implemented. This forecasting framework incorporates detailed purchase history, projected trends, and logistics aspects. The analysis will support better strategic planning regarding manufacturing quantities and special o