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 includes detailed sales data, projected trends, and distribution network aspects. The analysis will support better strategic planning regarding production volumes and lim