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 complex world, modernization is crucial. This entails adopting innovative solutions to improve various aspects of the supply chain. From intelli