13. A system, including a non-transitory, computer-readable storage medium comprising machine instructions stored on and executed by a suitable computing device, for managing data comprising: a setup portion configured for building a data field result list, developed by extracting, using a search engine, a plurality of data field descriptors from at least one database of each of a plurality of disparate data sources, wherein the data field result list comprises the plurality of data field descriptors and control data from each of the at least one database, wherein the search engine: performs a preliminary database access function to determine access to each of the at least one database, wherein for each database: determining a schema of the database, and determining available data fields of the database; develops a data field result list from the plurality of data field descriptors from each of the at least one database; stores the data field result list in a metadata database; and a user portion for receiving and processing a user request, the user portion performed by a communication system and a data processing component, comprising: the data processing component that: provides a display of the plurality of data field descriptors and control data from the at least one database, the control data comprising one or more of constraints, fields, keywords, and truncations used for extracting the plurality of data field descriptors of the at least one database, and saves the plurality of data field descriptors and the control data as the data field result list for each of the at least one database; receives, from a user graphical interface, a user search request directed to the data field result list; transforms the user search request into a dataset query based on the data field result list by combining the user search request with an API request; communicates the dataset query to the at least one database; searches the at least one database using the dataset query; and manages, based on the data field result list, data from the at least one database comprising providing a response to the dataset query of the at least one database.
13. A system, including a non-transitory, computer-readable storage medium comprising machine instructions stored on and executed by a suitable computing device, for managing data comprising: a setup portion configured for building a data field result list, developed by extracting, using a search engine, a plurality of data field descriptors from at least one database of each of a plurality of disparate data sources, wherein the data field result list comprises the plurality of data field descriptors and control data from each of the at least one database, wherein the search engine: performs a preliminary database access function to determine access to each of the at least one database, wherein for each database: determining a schema of the database, and determining available data fields of the database; develops a data field result list from the plurality of data field descriptors from each of the at least one database; stores the data field result list in a metadata database; and a user portion for receiving and processing a user request, the user portion performed by a communication system and a data processing component, comprising: the data processing component that: provides a display of the plurality of data field descriptors and control data from the at least one database, the control data comprising one or more of constraints, fields, keywords, and truncations used for extracting the plurality of data field descriptors of the at least one database, and saves the plurality of data field descriptors and the control data as the data field result list for each of the at least one database; receives, from a user graphical interface, a user search request directed to the data field result list; transforms the user search request into a dataset query based on the data field result list by combining the user search request with an API request; communicates the dataset query to the at least one database; searches the at least one database using the dataset query; and manages, based on the data field result list, data from the at least one database comprising providing a response to the dataset query of the at least one database. 15. The system of claim 13 , wherein the system receives the user search request and generates a response via interaction with the data processing component.