Machine learning can provide significant benefits including real-time demand forecasting, sustainable logistics, and advanced predictive analytics. The logistics and supply chain industry is a complex network of various interconnected components that require meticulous planning, execution, and optimization to ensure smooth and efficient operations. The industry is constantly evolving, and with the advent of technology, new solutions are being developed to tackle traditional problems. Machine learning (ML) is one such technology that has the potential to revolutionize logistics and supply chain management. Machine learning has the ability to analyze vast amounts of data, recognize patterns, and make predictions that humans may not be able to perceive.