Container shipping continues a pivotal role in supporting global trade. However, the existing infrastructure is facing mounting challenges. To guarantee the efficiency of container shipping in an ever-more dynamic world, modernization is necessary. This includes implementing innovative solutions to enhance various aspects of the supply chain. From