Kpler is pleased to announce a major enhancement to Destination Forecast for Liquids flows. This upgrade represents a significant advancement in our predictive methodology, delivering more accurate and reliable forward-looking insights to support your trading, analysis, and operational decision-making.
What does it do?
Forecasts future vessel destinations
Predicts the sequence of future destinations for vessels carrying liquid commodities, giving you greater forward visibility into cargo movements and trade routes.
Adapts predictions based on confidence
Forecasts are generated at three geographic levels—country, subcontinent, and continent. When confidence is high, you'll receive country-level predictions. When certainty is lower, the model provides a broader regional forecast rather than an unreliable country-level estimate.
Learns from real-world trade patterns
The model is trained on historical vessel movements and considers factors such as vessel type, load status, cargo, and recent voyage history to generate realistic destination forecasts.
Delivers accuracy improvements
The new model has improved numbers at both the country and sub-continent level.