How to convert natural language to SQL

Start by naming the table, the metric and the time window. For example, ask for total sales by region in a specified month, rather than simply asking which region is best. Check that the generated query uses the right date field and aggregation before running it.

Validate a small example

1. Use a non-sensitive file with a total you already know.
2. Check missing values, duplicate rows and the date range.
3. Inspect the generated SQL and compare one result with a manual calculation.
4. Keep the question and assumptions with the exported answer.

Before you upload

QueryAI sends the CSV to its server for processing. Review the privacy terms and obtain permission before uploading business data. Start with a small export and remove fields that are not needed for the question. See current plan limits before relying on a recurring workflow.

Try it for real with your CSV

Product details checked 2026-10-26. QueryAI: current workflow and pricing. Vendor capabilities and offers can change.