To ensure optimal inventory administration and minimize expenses for Kakobuy Footwear Lines in 2025, a robust Excel sheet approach is being implemented. This forecasting framework incorporates detailed revenue figures, future demand, and logistics considerations. The analysis will support better choice selection regarding inventory levels and limit