Analytics
Predict Demand with ML Accuracy at Any Granularity
ML-powered forecasting that outperforms traditional methods. Forecast by product, location, and time with automatic feature engineering and model selection.
Key Benefits
✓
20-30% improvement in forecast accuracy
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Reduced inventory costs
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Fewer stockouts
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Better capacity planning
How It Works
1
Data Integration
Combine sales, promotions, events, weather, and economic data.
2
Feature Engineering
Automatic extraction of trends, seasonality, and causal factors.
3
Model Training
Ensemble of methods from ARIMA to deep learning, auto-selected.
4
Forecasting
Probabilistic forecasts with confidence intervals at any granularity.
5
Monitoring
Continuous accuracy tracking and automatic retraining.
Industries
RetailCPGManufacturingLogisticsHospitality
Technologies Used
Time Series MLGradient BoostingDeep LearningProbabilistic ForecastingFeature Stores
Ready to Implement AI Demand Forecasting?
Let's discuss how ai demand forecasting can transform your operations.
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