Spotify built an AI data assistant, Vedder, to let anyone query its 70,000+ datasets in plain English. It uses domain-specific clusters—each with selected tables, vetted question-SQL pairs, and docs—curated and maintained by experts to ensure accuracy and trust. A continuous health score and feedback loop keep clusters up to date as data and schemas evolve.