Developed predictive and prescriptive models to optimize global shipping routes, minimizing piracy risks. Achieved 90% AUC using Random Forest and XGBoost to identify high-risk …

Jan 29, 2025 · Real-time data from satellites, drones, and underwater sensors allows shipping authorities to predict future threats. AI can anticipate piracy attacks by tracking multiple small …

Dec 11, 2024 · Data-driven route optimization is the smarter, faster, and far more precise way to plot a ship's path. Instead of relying on intuition, shipowners now rely on real-time data, AI …

May 30, 2025 · Real-time route management can enhance ship journey duration and efficiency by considering weather patterns, piracy alerts, and port traffic. This approach is crucial for ship …

Sep 5, 2024 · Modern route optimization technologies, driven by AI, provide a solution by analyzing real-time data, such as weather forecasts, traffic patterns, and historical voyage …

In this paper, we present a comprehensive deep learning framework that integrates time-series forecasting with reinforcement learning to generate and adjust optimal logistics routes in real …

AI integrates real-time weather forecasts and sea conditions, allowing ships to avoid hazardous routes, storms, and piracy zones. This improves crew safety and prevents cargo damage.

5 days ago · Our solutions are designed to help you optimize ocean freight management at scale, reduce costs, and manage exceptions in real-time. By providing the insights needed to detect …

This paper presents an AI-powered logistics optimization system that harnesses Big Data, real-time analytics, and cloud-native platforms to revolutionize supply chain efficiency and …

Dec 19, 2024 · Autonomous Vessels: The industry is exploring and testing fully autonomous ships, which rely on AI for navigation, obstacle detection, route optimization, and decision …