Introduction Maintaining optimal stock levels in inventory management is crucial for businesses to meet customer demand while minimizing carrying costs. Safety stock, a buffer stock held to mitigate the risk of stock-outs due to variability in demand or lead times, is an essential component of inventory management. However, determining the appropriate quantity of safety stock involves a complex interplay of data analysis, forecasting, valuation, and decision-making. This is w