[Infographics] Can Text-to-SQL Agents Fully Replace Analysts?
Insights from AI Builders in MLOps.community
Reality check on “hands-free” Text-to-SQL:
Even with RAG pipelines and metadata-rich schemas, LLMs still ship draft SQL. You must eyeball it before business decisions ride on it.
🔑 The winning pattern? A hybrid workflow!
1️⃣ Agent auto-generates and runs the easy stuff (simple SELECTs, routine joins).
2️⃣ Analysts step in for the hairy edge cases—optimizing, validating, and adding context.
The result? Faster queries and fewer “Who dropped the table?!” moments.
How close is your team to this hybrid sweet spot? Share your lessons in the comment below.👇
👉 Read the full community insights & subscribe to The Neurl Blueprint:
