Container shipping remains a critical role in supporting global trade. However, the existing infrastructure is facing mounting difficulties. To ensure the effectiveness of container shipping in an ever-more dynamic world, modernization is necessary. This entails integrating innovative solutions to improve various aspects of the supply chain. From a