This document outlines several AI use cases at FD Mediagroep, a Dutch media company. It describes a personalized newsletter that recommends articles to readers using collaborative filtering. It also describes an entity linker that identifies organizations in news articles using named entity recognition and linking models. Finally, it discusses a "Smart Radio" project to personalize audio content delivery in their radio app.