AI-powered vessel monitoring and performance optimization play a crucial role in maritime operations , including commercial shipping, dredging, fishing, and defense. By utilizing real-time data analysis, machine learning (ML), IoT sensors, predictive analytics, and automation , AI helps improve efficiency, safety, fuel management, maintenance, and compliance . 1. Importance of AI in Vessel Monitoring & Optimization Traditional vessel monitoring relied on manual tracking, routine inspections, and onboard human supervision . However, these methods are prone to errors, inefficiencies, and delays . AI enhances vessel performance by providing data-driven insights, automated decision-making, and predictive capabilities , leading to: ✅ Improved Operational Efficiency – AI optimizes routes, fuel consumption, and machinery performance. ✅ Cost Reduction – Predictive maintenance and fuel optimization reduce operational costs. ✅ Enhanced Safety – AI monitors critical equipment and detects a...