To ensure optimal inventory management and minimize costs for Kakobuy Footwear in 2025, a robust spreadsheet approach is being implemented. This forecasting framework includes detailed purchase history, future demand, and supply chain considerations. The analysis will support better decision-making regarding production volumes and special offers, u