We present a solution to data ownership in the surveillance age in the form of an ethically sustainable framework for managing personal and person-derived data. This framework is based on the concept of Datenherrschaft – mastery over data that all natural persons should have on data they themselves produce or is derived thereof. We give numerous examples and tie cases to robust ethical analysis, and also discuss technological dimensions.