How AI predicts product demand for better inventory management. Time series models, seasonal patterns, and practical forecasting tools.
Cost of overstocking vs stockouts for small businesses
Historical sales data and external signals that improve accuracy
Prophet, ARIMA, and when to use each approach
Detecting and forecasting holiday and seasonal demand
Connecting forecasting to your inventory management system
MAPE, MAE, and how to evaluate forecast quality
A spreadsheet-based approach before investing in AI tools