---
title: "Natural-language database and Excel search (text-to-SQL)"
description: "No more dependence on a programmer or the Excel guru. The manager types in Slack, Teams or an internal form: 'Which service made the most profit in the last six"
canonical: https://automataaicegeknek.hu/en/workflows/data-analytics/text-to-sql-chat-with-data
language: en
publisher: Automata AI Cégeknek
updated: 2026-09-19
---

# Natural-language database and Excel search (text-to-SQL)

Category: Data processing, spreadsheets, databases and analytics


No more dependence on a programmer or the Excel guru. The manager types in Slack, Teams or an internal form: 'Which service made the most profit in the last six months, and who bought at least three times but has been inactive 60 days?' The AI writes the exact SQL or Python in the background, runs it read-only against PostgreSQL, MySQL, Supabase, Airtable or Google Sheets, and returns the numbers, an interactive chart and a three-sentence explanation in seconds.

## How it works

1. Question in plain language
2. Generated, logged, read-only query
3. Numbers, chart, explanation

Tools: Claude, DuckDB, Supabase, Slack

Source: AI Automation Market Report and Practical Guide (2025–2026)