Navigating the Isthmus of Panama presents distinct challenges for vessels, demanding strict adherence to complex regulations. Effective canal compliance is vital for minimizing delays, guaranteeing protected transit, and maintaining optimal operational efficiency. Advanced systems are currently available to assist managers in managing documentation