How Do We Do It? Data Input Economic data Satellite data Maritime data Algorithm transparency Feature Extraction Layer • Outcome distributions Identifying the • Confidence intervals relevant data points • Data input weighting Prediction Layer Predicting the commodity price Price Signals Output Insurance Hedging tool Time-to-buy Raw forecast [email protected]