The standard expectations of a particular source data warehouse for data extracts from the operational database system-of-record. A system-of-record uses an extract specification to retrieve a snapshot of shared data, and formats the data in the way specified for updating the data in the source data warehouse. An extract specification also contains extract frequency rules for use by the Data Access environment.