To ensure optimal inventory management and minimize costs for Kakobuy Shoes in 2025, a robust planning document approach is being implemented. This planning framework utilizes detailed purchase history, future demand, and supply chain aspects. The report will facilitate better strategic planning regarding production volumes and seasonal promotions,