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AlongRoute

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AlongRoute is a deep-tech startup that is transforming marine weather forecasting with AI-powered models, providing data that improves the performance of weather-based routing systems. These systems optimize routes to reduce emissions and improve safety, in line with the IMO decarbonization targets. Current systems achieve only ~3% emissions reductions/voyage because they are hampered by inaccurate forecasts, resulting in misaligned routes and wasted resources. We bridge this gap with extensively vali-dated marine weather forecasts improving accuracy by up to 20%+. Our Mediterranean prototype sup-ports optimization systems with up to 130%+ better routing performance, aligning optimized and actual routes to build captain confidence. By scaling our technology globally, we aim to contribute to net-zero maritime operations, creating safer and greener oceans. We are currently working on scaling within the marine weather intelligence market through validated pilots and high-impact collaborations. We integrate deep-tech with AI-driven marine weather forecasting models, including CNNs, PINNs and setups such as Gradient Boosting. Smart assimilation integrates Earth Observation big data every 3 hours to ensure accu-rate, near real-time forecasts. Efficient models enable 8 cycles/ day at fine resolutions, surpassing tradi-tional systems. Validated vs satellite, buoy and reanalysis data our forecasts outperform widely used data, transforming maritime optimization with unmatched quality.