This chapter describes procedures and methods of demand forecasting and inventory management as basis for the successful implementation of supply chain management. Demand forecasting focuses on time series models and inventory management on economic order quantity (EOQ ) models. The calculation methods for five time series forecasting procedures and three inventory management models serve as the basis for the automation of the supply chain in part I of this book.