Navigating the waterway presents unique issues for vessels, requiring meticulous scheduling and precise compliance with rules. Efficient canal observance programs are Saint Lawrence Seaway compliance currently vital for optimizing ship activities, decreasing hold-ups, and securing punctual transits. Such endeavors often involve electronic reporting