Navigating the waterway presents distinct difficulties for vessels, requiring detailed planning and precise compliance with guidelines. Effective canal adherence systems are currently critical for optimizing vessel activities, minimizing hold-ups, and ensuring on-time transits. This endeavors often involve digital tracking platforms, instant data a