Retailer
Decathlon
ML-based demand forecasting across its European network
Tracked on The AI Supply Chain (1)
Deployment · 2021
Predictive Analytics & Demand Forecasting
Outperformed the existing manual forecasting approach in 76% of cases across 35,500 monitored time series (51,000 store-department series overall, ~1,049 stores)
DeepAR machine learning model for store-department demand forecasting, replacing manual planner estimates
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