Effective supply chain management is critical to ensure the timely replenishment of products by properly managing the movement and storage of raw materials and finished goods from the point of origin to the point of consumption. A key component of supply chain management is forecasting short-term consumer demand accurately to ensure that products are available to consumers when they need them in the near term.