Abstract: A client device receives one or more inputs for generating a data visualization according to a data source. The device determines one or more requirements for generating the data visualization. The device sends a request to a network gateway that is communicatively connected to the client device and a plurality of data servers, and receives, from the network gateway, capabilities of each data server. The device determines, according to the received capabilities, that a first data server of the plurality of data servers includes a first set of capabilities that satisfies the requirements for generating the data visualization. The device sends, via the network gateway, one or more queries to the first data server and receives, from the first data server, one or more data sets from the data source. The device generates the data visualization according to the retrieved data sets and displays the data visualization.

Abstract: A system in an enterprise environment. A testing data service (TDS) is in communication with the storage device. The TDS receives and transmits a request for a data structure with a data combination arranged in a format specified in the request. The TDS also receives a generated data structure having the type of data structure and a generated data combination of the type of data. The system also includes an orchestration layer, in communication with the TDS. The orchestration layer includes a query engine that receives the request from the TDS. The orchestration layer also includes a data structure generator that builds the generated data structure to have the type of data structure and to populate the generated data structure with the data combination of the type of data received from the query engine. The orchestration layer is further configured to transmit the generated data structure to the TDS.