Navigating the waterway presents unique challenges for boats, requiring careful scheduling and rigid adherence with guidelines. Efficient canal observance systems are currently vital for improving ship activities, minimizing hold-ups, and guaranteeing on-time transits. Such endeavors often involve digital reporting platforms, real-time data assessm