Navigating the waterway presents specific challenges for vessels, requiring meticulous scheduling and precise adherence with regulations. Efficient canal observance processes are currently vital for streamlining boat operations, reducing backlogs, and guaranteeing punctual transits. This efforts often involve automated tracking systems, real-time i