Navigating the waterway presents specific issues for ships, requiring detailed planning and precise adherence with guidelines. Successful canal compliance systems are currently essential for improving vessel processes, reducing delays, and securing punctual transits. Such efforts often involve automated monitoring systems, live information analysis