Company records for AI training

Your company’s old records are worth money.

AI labs pay for training environments built from real business work. Book a 20‑minute call, choose what to share, and we handle everything else.

accounting/month-end-close-0412 illustrative
Task

“Close March. The bank rec is off by $1,284.50 and I can’t find it.”

instruction · from the controller, 4 Apr 2023

Environment
filesledger.db · bank_2023-03.csv · invoices/ · close_checklist.md
toolsbank · payments · journal · vendor
Agent
01bank.match(period="2023-03")
286 of 287 lines matched · 1 unexplained debit
02payments.find(amount=1284.50)
INV-2291 recorded once, paid twice · 14 and 17 Mar
03journal.post(dr="1300", cr="1010", amt=1284.50)
posted JE-0419
04vendor.request_refund("INV-2291")
refund requested
Verifier
Ledger balances
Reconciliation difference is $0.00
Entry matches the accountant’s own correction
3 of 3 checks passedreward 1.0
What one closed month can become: a task, an environment and a reward. Illustration, with made-up names and figures.

How it works

One call. Then we do the work.

  1. 01

    Book a call

    Twenty minutes. Tell us what records you have.

  2. 02

    Choose what to share

    You pick the years and the systems. Nothing else leaves.

  3. 03

    We do the rest

    We anonymize the records, build the environments and sell them to labs.

The revenue is yours. We keep a percentage.

You earn whenever an environment built from your records sells.

Book a 20‑minute call
  • You chooseWhich years, which systems.
  • Anonymized firstNames and accounts are replaced before we build.
  • Files stay with usLabs receive environments, never your records.

What we license

accounting books invoices bank statements support tickets internal tool exports closed-company records

For AI labs

Environments built from what actually happened.

RL environments from licensed business records, not invented scenarios.

Invented

  • Written by someone picturing the work
  • Every detail agrees
  • Edge cases the author thought of

Recorded

  • Taken from work a company really did
  • Records that disagree, go missing, arrive late
  • Edge cases nobody would invent
  • Graders that run in code
  • Documented rights for every source
  • Anonymized before build
Book a call about environments