Abstract: Provided are techniques for the collection and production of structured electronic data in a judicial setting. The disclosed technology provides a rapid, cost-efficient system for discrete record based ingestion, review and production. Collected information is stored, analyzed, filtered and indexed, all while adhering to strict document preservation and chain of custody requirements. Filtering can be based upon such criteria as record field type, date range, key word searches and individual or group custodial selection. In addition, interfaces and processes for redaction and production delivery format generation for use within the judicial setting are provided. Individual fields within records within collected data sets may be identified for review, applying production disposition criteria, selective redactions and decision justification documentation. Additionally, the techniques provide means to revise, update and reverse modifications to the data set as required by the discovery process.