OrganizePix performs on-device AI recognition to sort photos by date, event, and subject, then waits for your approval before committing changes — you stay in the loop at every step. The free tier caps at 100 photos per month, which works for light maintenance but hits a wall the first weekend you try to process a decade-old backlog. Batch processing for teams is a paid-only feature. There is no API, no self-hosting option beyond running the desktop app, and no way to pipe output into an external DAM or workflow tool — what you see in the interface is what you get.