This document outlines the complex process that financial firms typically go through to generate portfolio commentaries, which involves multiple departments and can take 15-20 days to complete. With Narrative Science's technology, the entire process can be done automatically in seconds, from data gathering to drafting to publishing the commentary. The platform provides automated narrative generation to help financial firms streamline their commentary production process.