Sonalytic uses machine learning to detect audio and recommend music. Also, in 2017, Spotify acquired Niland, an AI startup, to optimize music searches and recommendations. In its most recent AI-related acquisition, Spotify acquired Sonantic, an AI-powered text-to-speech generator.