Photo Assistant is a personalized photo analytics desktop application, powered by MediaViz AI, that automates image analysis for quality and meaningfulness within the collection, creates rich subject matter labeling, organizes photos by subjects and life events, and suggests which photos and duplicates should be eliminated.