Documents & data

Reporting / ask-your-data

Query your metrics in plain language and get charts and summaries back.


Ask your metrics questions in plain language and get charts and summaries back — no SQL, no waiting on a dashboard.

What it does

  • Answers data questions in plain language
  • Returns charts, tables, and summaries
  • Connects to your data sources
  • Explains how each number was derived

Common requests it handles

  • What were sales last month vs the month before?
  • Show revenue by region
  • Which products are trending down?

Recommended models

Translating questions into queries benefits from a strong reasoner with solid code/SQL ability — frontier API models or a capable open model (Llama, Qwen). Accuracy comes from clean data definitions as much as the model.

Tuning tips

  • Define your metrics and their exact meaning up front
  • Connect read-only access to your data sources
  • Have it show how each number was derived

What we need from you

  • Access to your data (warehouse, sheets, or DB)
  • The metrics and definitions you use

Good for

  • Founders and ops without a data team
  • Self-serve reporting
  • Faster answers than a BI backlog