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A concept and pattern that segregates the operations that read data from the operations that update data by using separate logical interfaces. In a collaborative domain it can maximize performance, scalability, and security; support evolution of the system over time; and prevent update commands from causing merge conflicts at the domain level—even when updating what appears to be the same type of data. It can be used in many cloud-hosted applications that work with data in a collaborative way.