Azure Data Factory is Microsoft's next-generation cloud-based data integration service that manages data flow between on-premises and cloud systems. With ADF, you can connect to different database systems, local files, big data systems such as Azure Data Lake and HDFS; raw data can be organized into meaningful data stores for better business decisions.