Computer software for use in aggregating, measuring and managing data flow performance and assisting users in managing service level agreements for data flow performance and release versions of data flows; Computer software for use in developing and operating pipelines for moving and transforming data between data sources and destination systems, flowing data through the constructed pipeline and gathering real-time metrics on pipeline performance and data integrity