Columns v1 — templates, CSV export and usage-based billing are live

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Last updated 21 September 2026.

Draft — not legal advice

This was written from what the code actually does, so it is accurate about the software. It has not been reviewed by a lawyer and is not tailored to any jurisdiction. Have it reviewed before taking payment or handling anyone else's data.

What the service does

Columns sends rows from your spreadsheet to a judgment model and returns a typed answer with a confidence number for each one.

Answers are judgments, not facts

Every answer is a probabilistic judgment and some of them will be wrong. That is why each one carries its confidence and its full distribution, and why the product surfaces the rows it is least sure about. Do not use Columns as the sole basis for a decision with legal, financial, employment, medical or safety consequences. Check the rows it flags.

Your data

You keep ownership of everything you upload. You are responsible for having the right to upload it, including where it contains personal data about other people.

Billing

Plans are priced on row-questions — one question evaluated against one row — and never per seat. Cached answers are not billed again. Runs stop when a plan's included row-questions are used up rather than billing beyond them; you are warned at 80%. Subscriptions renew monthly until cancelled, which you can do at any time from the billing portal.

Fair use

Uploads are rate limited per account. Do not use the service to process data you are not entitled to, or to build a competing judgment service by bulk-extracting answers.

Availability

The service is provided as-is, with no uptime guarantee. It depends on third parties, including the model provider, and can be interrupted by them.