Forecasting is very critical to businesses. It helps them plan for the future and gives them an opportunity to be prepared for upcoming demand. It is often required in practice to estimate demand for thousands of products, e.g SKUs in retail stores. It s not humanly possible to create these many models. In this session, we show how we did this for a large retailer.