John A

Artificial intelligence reshapes demand forecasting by merging machine learning, statistics, and real-time data. It integrates signals from history, promotions, weather, and logistics to produce granular forecasts. The approach enables scenario planning, uncertainty quantification, and governance-driven decisions, while modular pipelines and…