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Current distributed data management systems implement internal consistency constraints directly within the software. If these constraints change over time, the software must be rewritten. A new approach towards data management system based on the dynamic execution of rules is discussed. By building upon the experiences gained with the Storage Resource Broker data grid, a scalable rule-based data management system can be designed.