http://www.ronpub.com/index.php/journals/OJSW/issues?volume=7&issue=ALL All papers of this volume en-us https://www.ronpub.com/ojsw/OJSW_2020v7i1n01_Holubova.html http://nbn-resolving.de/urn:nbn:de:101:1-2020011918332157719390 When semantic big data is managed in commercial settings, with time, the need may arise to integrate and interlink records from various data sources. In this vision paper, we discuss the potential of a new generation of multi-model database systems as data backends in such settings. Discussing a specific example scenario, we show how this family of database systems allows for agile and flexible schema management. We also identify open research challenges in generating sound triple-views from data stored in interlinked models, as a basis for SPARQL querying. We then conclude with a general overview of multi-model data management systems, to provide a wider scope of the problem domain.