AI SQL Query

AI SQL query generator that tests every query on your data

Describe what you want in plain English. Mammoth writes the SQL, tests it on your rows and re-runs it every time your data refreshes.

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app.mammoth.io/data/orders

ordersSample data1,284 rows

order_date	product	qty	revenue
2026-09-14	Trail Jacket	2	258.00
2026-09-14	Wool Beanie	5	120.00
2026-09-15	Hiking Boots	1	149.00
2026-09-16	Trail Jacket	1	129.00
2026-09-17	Rain Shell	3	297.00
2026-09-17	Camp Mug	6	72.00
2026-09-18	Hiking Boots	2	298.00
2026-09-19	Day Pack	1	89.00

1AI SQL Query“Top 10 products by revenue in the last 90 days”Pipeline step

SQLAI SQL Query

What do you want to know?

Generate SQL

SQL · EDITABLE

Nothing changes until you click Apply.Apply

In production at

What is an AI SQL query generator?

An AI SQL query generator turns a question written in plain English into a SQL query. In Mammoth, it works on the table you already have open: AI SQL Query writes the query, runs it on your rows, checks the result answers your question, and fixes the query if it doesn't, all before you see it.

How it works

How to write a SQL query with AI

Step 1
Describe what you want
Type your question in plain English and click Generate SQL.
Step 2
Mammoth writes and tests it
It runs the SQL on your table and fixes it if the answer is wrong.
Step 3
Check it, then click Apply
Read the SQL or edit it. Nothing changes until you apply it.

Features

SQL you can check before you use it

Mammoth checks its own work, shows you every line, and keeps the query running.

Tested
Tested on your table
Mammoth runs every query on your rows and fixes it if the answer is wrong.
Honest
Tells you when it isn't sure
A query it can't confirm comes with a note asking you to review it.
Editable
Edit the SQL if you know SQL
The query opens in an editor, so you can change any line before applying.
Saved
Saved as a step
Your question and its SQL stay in the pipeline and run again on refresh.

Examples

Questions to ask your data

Pick a team. Watch the question become SQL, then the answer.

SQLAI SQL Query1Ask2SQL3Answer

SQL · EDITABLE Checked

ResultWaiting for the SQL

customer	last quarter	this quarter
Northwind	42	21
Birch & Co	30	18
Oakline	25	16

Shown on sample data. Your question runs on your own table.

Try it with your own data

AI SQL Query questions

What is an AI SQL query generator?

A tool that turns a question in plain English into a SQL query. Mammoth's AI SQL Query also runs the query on your table and checks the result answers your question before you see it.

Do I need to know SQL?

No. Type the question in plain English. Knowing SQL helps you check and edit the result, but it isn't required.

Can I trust the answer?

Mammoth runs every query on your data and checks the result against your question before showing it. If it can't confirm a match, it says so and asks you to review the query before applying it.

What if my question can't be answered?

You get a message saying what's missing from your table, with the closest columns you could use instead.

Can I change the SQL?

Yes. It opens in a full SQL editor with autocomplete, and you can reopen the step any time to change it.

Does it change my original data?

No. Nothing is applied until you click Apply, and the query is added as a step you can edit or remove later.

What does the AI see?

Your column names and a sample of values from the columns your question needs, so it can write a query that fits your data. It doesn't see the whole table.

Where do I find it in Mammoth?

Open a table in the data editor and add the AI SQL Query step.