Navigating the Panama Canal presents substantial challenges for craft, demanding meticulous adherence to complex rules . Increasingly, vessel operators are adopting specialized digital solutions to optimize the procedure of securing passage. This system automates vital tasks such as booking requests, documentation submission, and charge calculation