In this talk I will report on Databox, the focus of a UK-based research collaboration between the University of Cambridge, the University of Nottingham, and Imperial College, with support from industrial partners including the BBC. Databox is an open-source software platform that seeks to embody the principles of Human-Data Interaction by enabling individuals to see and exercise dynamic control over what is done with their personal data. The research project has melded computer systems design with ethnomethodological approaches to Human-Computer Interaction to explore how such a platform can make use of personal data accountable to individuals.