Software as a service (SAAS) services featuring software for artificial intelligence software for conversational interaction and user engagement; providing personalized recommendations and insights; generating, analyzing, and interpreting text, audio, images, and data; analyzing audio and music data and generating reviews and interpretations; and generating images based on audio and music inputs.