Article

How Anthropic enables self-service data analytics with Claude

Anthropic · claude.com

Anthropic's data team on automating its own business questions with Claude: why accuracy is a context and definitions problem, the three failure modes, and the setup they use.

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It answers 2 questions

  1. Can AI write SQL for me and query my database in plain English?
  2. How do I know the numbers AI gives me are actually right?

Read with it

  1. Explains how schema-aware SQL generation actually works and its real accuracy numbers. builder.ai2sql.io Guide Text-to-SQL Complete Guide: Tools, Accuracy, Real Examples AI2SQL
  2. A database-tooling company's current shortlist, updated as the field moves. bytebase.com Article Top 5 Text-to-SQL Query Tools Bytebase
  3. Covers the metadata-only options that never send your actual rows to the model. selectstar.com Article Best Text-to-SQL Tools for AI Analytics Select Star
  4. The best-known open-source route to chatting with your own SQL database. vanna.ai Tool Vanna 2.0: build agents your users can actually use Vanna AI
  5. The repo plus docs, with RAG-based training on your schema for accurate SQL. github.com Guide vanna-ai/vanna on GitHub Vanna AI
  6. Video Vanna AI: Build SQL AI Chatbots To Talk To Database (open source) Universe of AI
eChai Partner Brands The partnership →