MarkLogic Data Hub is a fully cloud-native platform for data storage, integration, operationalisation and governance. On-premises implementations are also possible.
For data integration purposes MarkLogic Data Hub puts an abstraction layer between sources and targets. This is a very sensible approach. And implementing that on top of a multi-model database that supports a graph model provides powerful support for other data management functions.