To ensure optimal inventory control and minimize costs for Kakobuy Footwear Lines in 2025, a robust planning document approach is being implemented. This forecasting framework incorporates detailed revenue figures, future demand, and supply chain factors. The analysis will aid better decision-making regarding production volumes and seasonal promoti