Navigating the waterway presents unique difficulties for boats, requiring meticulous scheduling and strict compliance with guidelines. Successful canal compliance programs are currently essential for improving vessel operations, decreasing backlogs, and securing punctual transits. Such endeavors often involve digital reporting systems, instant data