Navigating the waterway presents distinct challenges for boats, requiring detailed planning and rigid compliance with guidelines. Successful canal compliance systems are now critical for improving ship activities, minimizing delays, and ensuring on-time transits. Such endeavors often involve automated monitoring systems, real-time data evaluation,