Navigating the waterway presents specific difficulties for vessels, requiring detailed scheduling and rigid observance with regulations. Efficient canal adherence systems are currently critical for improving boat activities, decreasing hold-ups, and guaranteeing punctual passages. Such endeavors often involve digital reporting platforms, live data