AI labs pay for the real record of how companies work. Fully anonymized, signed under NDA, and quoted in one text thread.
Anonymized and confidential
Every customer, employee and partner detail is redacted before anything leaves review, so a lab licenses the work and never the people. Every deal is covered by a mutual NDA, and your company is never named publicly.
Closed the renewal with Northwind Freight after the escalation. Dana Ruiz traced it to the rate table from Atlas Carriers. Looping in maria.s@yourco.com for the handoff. Next time we flag the rate change before the invoice run.
Closed the renewal with CUSTOMER-031 after the escalation. EMPLOYEE-118 traced it to the rate table from PARTNER-007. Looping in EMAIL-019 for the handoff. Next time we flag the rate change before the invoice run.
What labs pay for
Models have read the public internet. What they lack is how people take real work from start to finish: the steps, the judgment calls, the checks before anything is signed off. That record already lives in your tools.
Licensed from the systems your team already uses
Threads where people coordinate the work, with the decisions they reached and the reasoning behind them.
Slack · Teams · Gmail · Outlook
Work captured end to end: the brief, the steps taken, the back and forth, the finished result.
Jira · Linear · Zendesk · Asana
Repositories with their history: commits, reviews and the issues that explain why the code looks the way it does.
GitHub · GitLab · Bitbucket
Specs, contracts, reviews and post-mortems. The written record of what the company knows.
Google Drive · Notion · Confluence · Dropbox
Pipelines, ledgers, invoices and orders. How the money actually moves.
Salesforce · HubSpot · QuickBooks · Xero
Charts, schedules, pick lists and work orders from clinics, warehouses and field teams.
EMR · WMS · Scheduling · Billing
How it works
An estimate on the spot, in one text thread. Anonymized, under NDA, and nothing leaves your systems until you sign.