Topic Modeling based solution for customer complaints about Mortgage services. The solution clusters customer complaints into topics based on the narratives provided. Given a set of customer complaints narratives, this solution identifies for each complaint the top three issues mentioned in the narrative. The task of identifying what mortgage issue is being mentioned in a customer complaint requires human involvement and the same is being automated with this solution.