Navigating the Panama Canal presents unique issues for vessels, requiring detailed preparation and rigid adherence with guidelines. Efficient canal adherence systems are currently essential for improving ship activities, minimizing backlogs, and guaranteeing scheduled transits. Such efforts often involve automated reporting platforms, real-time inf