At Sonalytic, we research and develop state-of-the-art machine learning techniques for the identification, monitoring, and discovery of music. We address many important challenges facing the music industry, including the collection of accurate play-data, the analysis of samples and stems used in derivative musical works, and the identification of new and emerging talent.