Navigating the Panama Canal presents unique challenges for ships, requiring detailed scheduling and precise adherence with rules. Effective canal adherence processes are currently essential for optimizing vessel operations, minimizing backlogs, and ensuring punctual transits. These efforts often involve digital tracking systems, live data evaluatio