The present invention is directed to a computerized system and process for natural language query and reporting comprising a processor, memory, and a query interface configured for receipt of a data source selection. The processor searches and retrieves over a network unstructured data based on the received data source selection, parses the unstructured data into data blocks and stores the data blocks in a local database. The processor semantically parses the data blocks and stores the resulting data in a structured database.A report module is configured to iteratively receive keyword input and instantiate a subject node, the node representing a subset of data blocks of the structured database having the input keywords. The report module creates a taxonomy based on the input keywords, with descendant levels representing a subset of data blocks of the subject node, the subset of data blocks having the input keywords combined with other words in the data blocks. The report module further associates a keyword selector with the subject node, the keyword selector presenting an interface for additional user keyword input.