AI Demand Forecasting

Accurate demand predictions using ML models that incorporate seasonality, trends, promotions, weather, and external factors.

• Multi-model ensemble (ARIMA, Prophet, XGBoost)
• External factor integration (weather, events)
• Promotion and pricing impact modeling
• SKU-level and aggregate forecasts
• Confidence intervals
• What-if scenario planning

• Reduce stockouts 40%
• Lower inventory carrying costs
• Optimize procurement timing
• Plan for seasonal demand