System and method for interacting with a plurality of data sources are provided. A request may be parsed and an identification parameter identifying a data set may be determined. A field included in the request may be designated as a distribution key. At least one data source may be selected based on a value associated with the distribution key. At least a portion of the request may be sent to a selected data source. Other embodiments are described and claimed.