Navigating the canal presents distinct challenges for vessels, requiring detailed scheduling and strict adherence with regulations. Efficient canal compliance programs are currently critical for improving boat activities, minimizing delays, and securing on-time passages. These efforts often involve electronic monitoring tools, real-time data analys