The article discusses using Machine Learning to improve Supply Chain Management. By applying Prediction Algorithms, the efficiency of stakeholders in the supply chain can be enhanced. This approach can optimize the performance of the supply chain and benefit various parties involved, such as vendors, customers, distributors, retailers, and logistic support agents. The research suggests that utilizing advanced Prediction Algorithms can lead to more effective supply chain operations.