Comparatory is a web application that provides novel insights about public companies based on free text data from regulatory filings. It uses deep learning to understand a company's business model, and provides several channels to explore the competitive landscape. Beyond SIC codes Commercial marketing, underwriting and due diligence often provide estimates of a target company's value and risks by comparing it to its peers. Traditionally, this process depends heavily on SIC codes, industry categories which are often overly-simplistic. Comparatory provides rich but quantifiable descriptions of a company's business model, allowing you to move beyond SIC codes. -Peers Find similar companies: give Comparatory a company name and it will identify the five next most similar companies. -Explore Visualize segments: identify clusters of similar companies using Comparatory's interactive graphics. -Describe -API


