This presentation explores a year of experimentation, POCs, and research of Linked Data and Semantic Web technologies within Best Buy. It highlights three use cases where a small team approached internal data problems with semantics -- reviewing high level technical methodologies, application details, and technical and business metrics (ROI, conversion, etc.)