Simulated Retail Demand Forecasting Gradient boosting · SHAP explainability · 80% CI
MAPE 6.2% avg. · 52-wk training window · All demos
SKU Horizon
MAPE6.2%
Forecast (next 4 wk)
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vs. same period LY
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Suggested reorder
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Stock cover (days)
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Actual
Forecast
80% CI
Now
Reorder recommendation
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Top forecast drivers (SHAP)
Model accuracy (backtest)