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The goal of predictive coding is to reduce the number of irrelevant and non-responsive documents that need to be reviewed manually. The computer program identifies document properties and refines search parameters according to rules created by humans.
For example, in a legal context, predictive coding software uses a mathematical model to scan electronically stored information and locate data most relative to a case and coding means to digitally categorize a document as being responsive or unresponsive. The technology uses a computer-categorized review application to classify documents according to how well they match key concepts and terms in sample documents created by a legal team. After the program identifies relevant documents according to the key concepts and terms, a legal team reviews the documents.
Proponents of predictive coding say it saves time and money because, instead of examining a huge set of electronic files and records manually, the technology allows a much smaller portion of data to be reviewed manually.