1. A system for transforming domain specific unstructured data into structured data, said system comprising: an intake platform comprising: an intake acquisition module acquiring structured data, semi-structured data, and associated metadata related to a domain and problem of interest, said intake acquisition module developing baseline data related to said domain and problem of interest from said structured data, semi-structured data, and associated metadata; an intake pre-processing module receiving structured and unstructured content related to said domain and problem of interest; an intake language module providing word equivalents to words within said structured and unstructured content according to a domain and problem of interest; an intake application descriptors module providing definitions of key descriptors within said domain and problem of interest; and an intake adjudication module processing said structured and unstructured content using said baseline data, said word equivalents, and said key descriptors to develop a workflow for classifying said structured and unstructured content for said domain and problem of interest; and a control platform comprising: a control data acquisition module identifying data acquisition and data analysis errors relating to said receiving of said structured and unstructured content and said classifying of said structured and unstructured content; a control data consistency collator analyzing states of said data within said workflow to identify state errors; a control auditor monitoring sources of said structured and unstructured content and monitoring said data within said workflow to identify source and processing errors; a control event definition and policy repository maintaining policies for resolving said data acquisition and data analysis errors, said state errors, and said source and processing errors; and an error resolver resolving said data acquisition and data analysis errors, said state errors, and said source and processing errors according to said policies; and an output outputting results of said workflow, said results of said workflow comprising said structured and unstructured content classified into structured data enabled to be used in data analytics.