A system has a network and a data source communicatively coupled to the network. Further, the system has logic configured to discover the data source available on the network and store metadata indicative of the discovered data source in memory, the logic further configured to generate a release parcel, in response to a user input, for performing operations on the data source, the logic further configured to deploy the release parcel to a dynamic query service computing device wherein operations on the data source can be performed through the release parcel.