RAG use cases

3 real deployments that used RAG.

Internal ToolsUber

70,000+ questions answered across 154 Slack channels, with an estimated 13,000 engineering hours saved.

Data & AnalyticsUber

Uber estimates a query that took about 10 minutes to write by hand now takes about 3 minutes; the limited release reached ~300 daily active users.

Data & AnalyticsPinterest

Pinterest reports 35% faster task completion for SQL writing, and first-shot acceptance rising from 20% to over 40%.

Company reportedQuerybook RAG LLM