Abstract: A method of generating an automated document analyst is disclosed and includes receiving a plurality of source documents including text strings and performing an automated computer executable build operation on the plurality of source documents with respect to at least one target field associated with data to be extracted from the plurality of source documents. Further, the method includes performing a linguistic analysis, a statistical analysis, and a document structure analysis on an output file produced as a result of performing the automated computer executable build operation.

Abstract: A method of managing documents is provided and includes receiving a plurality of documents, normalizing each of the plurality of documents, and categorizing each of the plurality of documents to identify a document type. Further, the method includes selecting at least one automated text-based document analyst from a library system based on the document type.

Abstract: A method of managing medical documents is provided and includes receiving a plurality of medical documents and normalizing each of the plurality of medical documents. Further, the method includes selecting at least one automated text-based medical document analyst from a library system based on a specified context and/or a medical document type.