Talk to your data.

Load a spreadsheet, say what you want, and watch it happen. AI ETL — no formulas, no code.

Every common data job, in natural language

Transform large data tables

Normalize, dedupe, filter, join, pivot, and more — by saying what you want.

See everything

See changes as they happen. Nothing is hidden: TamedTable is open source, and runs on your own API keys.

Reuse and automate

Every change saves as steps you replay on new data, or export as a Python script. Works in the browser or on the command line.

How it works

1

Add API keys

Enter API keys the first time you start the app.

2

Open

A CSV or JSONL, as an URL or a local file.

3

Say

What you want, in natural language.

4

Watch

Every row change. Undo anything.

5

Automate

You just created a recipe, replay it later on new data.

01

Clean your data

Fix messy fields, drop duplicates, filter, sort, and validate — by saying what you want.

02

Reshape your data

Aggregate, split, join, pivot, or drop to SQL — just describe the structure you need.

03

Save and replay

Your steps are yours to keep — replay them on new data, hand them off as a script, or undo anything.

04

Browser, terminal, voice

Click, type, or speak — use the best UI for the job.

Try it in two minutes

Open source. Runs on your own API key.