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Forecast Challenge

Can AI beat your forecast?

FORECAST CHALLENGE · BENCHMARKCan AI beat your forecast?AI model - MAPE 8.2%Planner - MAPE 12.7%Actual demandW1W52

Forecast Challenge is a Dataleo Labs experiment that pits AI and ML models against traditional planning forecasts on real-world Supply Chain datasets. It surfaces where machine learning genuinely improves decision quality - and where the human planner still wins. A structured, benchmarked answer to the 'AI forecast' hype cycle.