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Modern science increasingly involves managing and processing large amounts of distributed data accessed by global teams of researchers. To do this, we need systems that combine data, meta-data and workflows into a single system. This paper discusses such a system, built from a number of existing technologies. We demonstrate the effectiveness on a case study that analyses MRI data.