Unified and normalized management of an object within a structured data store on any machine and/or across difference machines. In an embodiment, a first agent accesses a first request dataset representing a two-dimensional structure. Each row in the request dataset comprises an identification of an agent, a statement, an identification of a resource to execute the statement, and one of a plurality of request types. Each row in the request dataset is processed according to the identification of the agent in the row. When the identified agent is the first agent, the request type of the row is accessed, and one or more elements in the row are processed based on the request type. When the identified agent is not the first agent, the row is sent within a second request dataset to the identified agent (which may be on a different machine than the first agent) for processing.