Agents in the Wild

LLM use cases

2 real deployments that used LLM.

Data & AnalyticsUber

Uber's QueryGPT turns plain-English questions into SQL, cutting query time from ~10 to ~3 minutes

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.

Company reportedQueryGPT (internal)RAG LLM

Data & AnalyticsPinterest

Pinterest's text-to-SQL agent helps analysts find tables and write queries 35% faster

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

Company reportedQuerybook RAG LLM