Tell us what exists.
Company profile, retained history, systems and a plain-English description of how the business runs.
Company data partnerships
Your company data.
A new revenue stream.
Frontier AI teams need to understand how real companies work. We help you scope the systems, workflows and records you already have, then identify the right path to a paid data partnership.
No credentials. No system access. No commitment to share anything.
01You choose the scope
Decide what is considered, what stays private and who gets contacted.
02We start with a screen
A short intake is enough to identify a sensible next conversation.
03Rights stay explicit
No upload or connection happens before your authorization and a buyer agreement.
A practical path
From scattered systems to a clear next step.
Let an AI assistant do the admin.
Use the prepared prompt in Claude Code, Codex or another assistant to organize what you already know. Mark unknowns instead of guessing.
Review the routes.
We can screen against intermediary programs and direct lab partnership routes. A buyer decides whether the data fits and what it is worth.
Where a fit can lead
One intake. Several possible routes.
The market is forming around operational data: the history inside email, docs, CRMs, project systems, finance tools and code repositories. We help you make the opportunity legible without pretending a buyer or payout is guaranteed.
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Program routes
Public company-data programs such as Handshake AI and Mercor publish supplier criteria and intake paths.
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Direct lab routes
Some labs, including OpenAI, accept direct data partnership interest. We are independent and not affiliated with any lab.
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Founder-first support
You get a structured inventory, an initial fit screen and a human review before any handoff.
02 / company intake
Discover what you’re sitting on.
Start with what you know. Unknown values are useful signals, not a reason to stop.
Private by default
Only Liquidory receives your answers. Buyer sharing needs your separate authorization.
Assessment received
For your own AI assistant
Turn the inventory into a working draft.
Open Claude Code, Codex or another assistant on your own machine. Give it the prompt below and any local exports you are comfortable reviewing. Never share passwords, API keys or OAuth tokens.
Act as a careful data inventory analyst.
Organize my company's operational data into a
buyer-ready draft. Mark unknowns as UNKNOWN.
Never infer rights, volume or retention. Do not
request credentials. Ask before making assumptions.