Embodiments of the invention provide a system and methods for producing and retrieving video with story-based content. Embodiments of the invention use an interview process to capture a contributor's knowledge in the form of a narrative or story. An enabling feature of such embodiments is that one or more predetermined questions are associated with each predetermined story topic. Embodiments of the invention also provide a mechanism for appending a story with insight from one or more other vantage points (personal perspectives) as part of the knowledge capture process. In embodiments of the invention, the story/question relationship may be used to classify KM records. Metadata associated with the story and/or the contributor may also be used for the automatic classification and retrieval of such records.