Databricks provides an Apache Spark based analytics platform on two of the largest cloud service providers: Microsoft Azure and Amazon AWS. Founded by Spark developers, Databricks focuses on monetizing the open source Big Data system Apache Spark by providing a unified and simple user experience. It is used for building large data lakes, to implement real-time streaming use cases or to replace large ETL processes.