This is a pseudocode for extracting specific insights in a particular domain from large documents. Document model generally describes the rough factory design pattern implementation Identify insights model obtains first order relevant paragraphs from the list Refine insights model obtains refined paragraphs that have undergone text similarity metrics, sentiment analysis filtrations