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Spotify built Vedder, an AI data assistant that uses domain-specific “clusters” curated by expert teams to provide reliable SQL-generated insights. Each cluster combines relevant datasets, vetted question–SQL pairs, and docs, with automated health scoring and feedback loops to keep context accurate and scalable.
data-assistant
+ context-layer
+ cluster-model
+ domain-expertise
+ schema-curation
tldr-a-byte-sized-daily-tech-newsletter
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.
+ ai
data-assistant
+ context-layer
+ domain-experts
+ data-curation
tldr-a-byte-sized-daily-tech-newsletter