Software & startups

Turn your AI spend into a new line of revenue.

Your team already pays for frontier models. The record of how you plan and ship with them is data AI labs buy, and it can earn back a multiple of what you spend.

See what your data is worthWhat labs want
  • Paid again every month
  • You approve every sale
  • Never sold to your competitors
de-identifying · 18,420 records

Hamster · Brief · BRF-1182

raw export

Ana Ruiz chose webhook retries over polling · 6 tasks → PR #4417 · merged, rolled back once · for Brightline Health · STRIPE_KEY=sk_live_51H…

  • 4 identifiers replaced
  • 1 secret removed
  • Re-identification check passed
  • Waiting for your approval

Packaged for labs

Records62%
Episodes38%
Environments18%

Estimated value

$165,780

Sample records. You review every dataset before it's offered.

What labs want from software

Records you already keep

01

Plans and decisions

What your team chose to build, the options it turned down and why.

02

Work history

How each plan became tasks, code and a merged change, with test results.

03

Outcomes

What shipped, what was rolled back and what broke afterward.

We sell the decisions and outcomes your team recorded. We never sell your source code unless you choose to include it.

Partner

Hamster records this as you work.

Labs pay for how work happens: what was decided, in what order, and what came of it. Hamster's context graph captures that while your team plans and ships, from the first brief to the merged pull request, which is why we partnered with Hamster.

See how Hamster works

Hamster · context graph

  1. Briefwhat the team agreed to build
  2. Decisionretries over polling, and why
  3. Tasks6 tasks, 2 agents
  4. Pull requesttests passed, merged
  5. Outcomerolled back once, fixed

What a buyer sees

Names and contact details never reach a buyer.

Labs pay for how work happens: what was decided, in what order, and what came of it. They don't need to know who was involved.

Hamster · Brief · BRF-1182

Ana Ruiz chose webhook retries over polling · 6 tasks → PR #4417 · merged, rolled back once · for Brightline Health · STRIPE_KEY=sk_live_51H…

Fields changed
4
Secrets left
0
Smallest group
k ≥ 5

We sell the decisions and outcomes your team recorded. We never sell your source code unless you choose to include it.

  • NamesReplaced with the same code everywhere
  • Emails & phonesRemoved
  • Account & project IDsRe-keyed
  • AmountsRounded into ranges
  • DatesShortened to the month or quarter
  • Sites & locationsReplaced with codes
  • Passwords & API keysDeleted, and we tell you

How it works

You decide what to share and who can buy it.

We do the legal and technical work and handle the sale. You approve the data before it's offered and each buyer before they sign.

  1. 01

    Get your number

    Tell us which systems you use and for how long. You get a price range in 30 seconds and can book a 30-minute call to firm it up.

    No access to your systems needed

  2. 02

    We check you're allowed to sell

    We read your customer contracts and privacy terms with you before touching any data. Anything you can't license cleanly stays out.

    Mutual NDA from the first call

  3. 03

    We clean the data and you review it

    We replace or remove names, contact details, account numbers and passwords, and round rare values so no one stands out. You see exactly what a buyer would get.

    Nothing is offered without your sign-off

  4. 04

    We find the buyer

    We offer your dataset to AI labs and the companies that supply them, and negotiate a license that limits how they can use it.

    Never sold to your competitors

  5. 05

    You get paid

    You're paid when the license is signed. Your systems keep adding records, so you can sell an updated dataset later.

    We only earn a commission when you're paid

Valuation

What is your data worth?

No access to your systems needed. We confirm the number on a 30-minute call.

1.Your industry
2.Systems you'd consider sharing
3.Years of records
6y
4.How big is your business?
5.Can you license this data?

Estimated first sale

$62k to $200k

$10k$100k$1M$10M
Then every month$2.1k to $6.7k

The first sale covers your history. Monthly income comes from new records the SDK sends once it's set up.

6. Where should we send your offer?

We won't share your details, and we sign a mutual NDA before any data moves.

Trust

Your customers' privacy comes before any sale.

How we protect data

Contracts checked first

We review your customer contracts and privacy terms before touching any data, and leave out anything you can't license.

Personal details removed

We replace or delete names, emails, phone numbers, account numbers and addresses, and round rare values so no one can be singled out.

Passwords removed

We find passwords, API keys and other credentials, delete them, and tell you so you can change them.

You approve every sale

You see exactly what a buyer would get and approve each buyer. You can say no at any point.

Never sold to competitors

You list the companies that can never buy. Every license bans reselling the data or trying to identify anyone in it.

Secure handling

Data is encrypted in transit and at rest, access is logged, and raw exports are deleted once you approve the cleaned dataset.

Questions

What people ask us

AI labs that train models for business, science and industry, plus the companies that supply them with data. You approve every buyer before a license is signed and can rule out any company.

Find out what your records are worth.

Value my data