To ensure optimal inventory administration and minimize costs for Kakobuy Shoes in 2025, a robust Excel sheet approach is being implemented. This forecasting framework incorporates detailed revenue figures, projected trends, and distribution network considerations. The analysis will aid better strategic planning regarding production volumes and sea