AMAZON · 2026-10-27 17:15 UTC

Vessel-specific voyage optimization with machine learning: Manta on AWS

Manta Marine Technologies uses machine learning on AWS to optimize vessel-specific voyages by training models on each ship's operational history rather than vessel-type averages. The company's data infrastructure on AWS processes up to 3 billion data points per training run, combining vessel operational data with weather and ocean forecasts to reduce fuel consumption. Manta's cloud-native solution uses EC2, ECS, RDS, DynamoDB, and other AWS services to orchestrate data pipelines, train models, and continuously improve voyage optimization as new data arrives.

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