Having allowed access to use a decent GPU server, we attempted at building content analyzer that could find problematic utterances in media contents, completely using publicly available resources (libraries, models, etc.). In this session, we will present our development process, from trial-and-error to the actual application, which hopefully could serve as an idea on how we can integrate AI into our products. We hope that it could spark some discussions regarding AI development and its uses in the near future.