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 smart sensors, has become indispensable for fleet monitoring, route optimisation, and emissions control.In this article, we explore how the integration of AI CCTV i