The modern marine transport system is undergoing a rapid transformation driven by digital innovation, environmental regulations, and real-time data technology. Ship tracking, powered by advanced satellite networks, has become indispensable for logistics, port management, and maritime safety.In this article, we explore how the integration of AIS tec