vaultfish
Check your data

AI lab or data lab profile

Collinear AI: what it takes, how it earns, what to check

A research lab that licenses code repositories and business-app history to build training and evaluation environments for AI agents.

By Information, not legal adviceHow we are paid

Type
AI lab or data lab. Licenses or partners for the data itself, under its own agreement.
Data it wants

Private code repositories with pull requests, linked tickets, CI logs and coding-agent sessions, plus history from business apps such as Slack, Gmail, Google Drive, Notion, HubSpot, Salesforce, Jira and Linear, and database dumps.

Who it takes

No minimum published. It says the price rises with 15 or more people at peak, several years of history, human-written code and work visible across several tools.

It does not want AI-generated code, loose documents or anything you lack the rights to.

Not stated.

How it earns

Not published. It uses the data to build its own agent training and evaluation environments.

Process
  1. Share an overview of your tools and how much history you have. It says it usually quotes an initial range within a day.
  2. Sign a licensing agreement granting Collinear rights to use the data.
  3. The licensed data is exported, anonymized and prepared.
  4. Collinear confirms delivery, then pays under the contract. It says the process takes about a week from first call to signature.
Payout claims
  • No figure published. It quotes an initial range after an overview of your tools and history.
Security claims
  • Its footer shows AICPA SOC and ISO 42001 badges. The reports are not on the page.
  • Says the export is one-time and any access you grant can be removed after the transfer.
De-identification and privacy

Personal data is removed after export: names become consistent pseudonyms and identifiers are stripped.

You can hold back anything you prefer not to send. Consistent pseudonyms keep records linkable.

Terms for companies
  • License or ownership. Its FAQ says a license grants Collinear rights to use the data, and ownership stays with you.
  • Your warranties. Not published.
  • Your indemnity and audit. Not published.
  • Liability cap. Not published.
  • Governing law. Not published.

Check before you share anything

These are facts from the company's own pages or from news and court reports, listed so you can ask about them. They are not verdicts. Companies change their terms, so confirm each one on the company's own page.

  • No price range is published.
  • Your data is expanded synthetically into training environments, so its influence lasts beyond the files you send.
  • The licensing agreement is not public.

Open collinear.aiSend a correction through the contact formAll companies compared

The logo identifies Collinear AI. Collinear AI does not endorse Vaultfish.

Not sure whether your data can be licensed at all? Read the risk map before you fill in any intake form.

Vaultfish helps you run the process. We are not lawyers and this is not legal advice. If you need counsel who knows this area, we can point you to one. We never judge a specific contract and never touch your data. Dollar figures are the source's claim and promise you nothing. Ask for a referral