Navigating the Panama Canal presents specific issues for vessels, requiring detailed preparation and strict observance with guidelines. Successful canal observance systems are now critical for optimizing vessel operations, decreasing backlogs, and securing scheduled movements. Such endeavors often involve digital reporting platforms, real-time data