Navigating the canal presents unique challenges for vessels, requiring detailed planning and rigid compliance with regulations. Efficient canal observance processes are currently essential for optimizing vessel processes, reducing backlogs, and ensuring scheduled passages. These endeavors often involve digital reporting systems, live data assessmen