Navigating the canal presents specific issues for vessels, requiring careful planning and precise observance with guidelines. Efficient canal adherence programs are currently vital for streamlining vessel processes, reducing hold-ups, and guaranteeing on-time transits. This efforts often involve automated monitoring tools, real-time data evaluation