The automation handles intake, metadata scraping, AI analysis, database updates, and Slack notifications in a single pipeline. The system originally supported SoundCloud, Bandcamp, and raw file uploads - after Bandcamp locked down their API, the client opted to streamline to SoundCloud-only submissions.