$1.$ A retail company is experiencing frequent stockouts of a popular product, which is resulting in lost sales and dissatisfied customers. The company's demand for the product is highly variable, and they currently use a make$-$to$-$stock strategy to fulfill customer orders. As the supply chain manager, propose a solution to reduce stockouts while minimizing inventory costs. $[$Click Here for the Dataset$]$