The document introduces extractors in Scala, explaining that they are objects with an 'unapply' method used for pattern matching values. Extractors enable the creation of custom patterns without the need for case classes, allowing for representation independence and easier future implementation changes. While case classes offer more efficient pattern matching, extractors can be preferable when exposing types to unknown clients.