Microsoft Azure Industrial Analytics provides end-to-end solution for factory maintenance, repair, and operation. In addition, the Azure analytics solution analyzes the data related to energy consumption and recognizes the maintenance requirement of any machine, and automatically creates work orders to avoid maintenance culture within a shop floor. The company also offers an Analytics Platform System which offers a purpose-built, on-premises data warehouse platform. It also provides rapid insights by leveraging parallel processing collaborated with big data integration to query across cloud and Hadoop clusters.