Workflow and screen recordings
Very highRecordings of how your team gets work done in real software. Labs need them to teach AI agents to use tools the way professionals do.
For companies
AI labs pay for real-world data they can't scrape: how your team actually works. We connect you with the labs that need yours, and the service is free.
Free for you. We're paid by the lab, never by you.
Today's models learned from the public internet, and that well is running dry. The next leap comes from something the web doesn't have: how real professionals do real work. The documents they write, the decisions they make, the tools they use and the problems they solve every day.
That knowledge lives inside companies like yours. Labs also need data they're legally allowed to use, so they pay for licensed, consented, anonymized sources instead of scraping. If your team does skilled work, you're sitting on an asset most companies never price.
Labs buy the kinds of data that teach AI to do skilled work. Here's what's in demand, from most to least valuable on its own.
Recordings of how your team gets work done in real software. Labs need them to teach AI agents to use tools the way professionals do.
Contracts, reports, analyses, claims, specs. Written by skilled people for real decisions, which is exactly what public web text lacks.
3D models, assemblies, drawings and simulations, with their revisions. Labs want them to teach AI to design real parts and products, and almost none are public.
Private repositories with commits, reviews and tickets. They show how real software gets built, fixed and maintained.
Questions from real customers and the answers that solved them. Ideal for training assistants that handle real problems.
Sales calls, consultations and meetings. Natural speech with domain vocabulary is scarce and in demand for voice AI.
Inspections, product photos, field work, medical or industrial imagery. Value rises with expert labels and rare subjects.
SOPs, playbooks, wikis and training material. They capture how your industry really works, step by step.
Transactions, logs and tables. Most useful when paired with context, like the decisions made from them.
Two companies with the same kind of data can get very different offers. These six things set the price.
Labs pay most for data they can't scrape or buy elsewhere. Internal, real-world data is the scarcest kind.
Data produced by skilled professionals teaches models judgment, not just language.
The why behind each step (notes, decisions, outcomes) is worth more than the raw output.
Years of consistent records let labs train and test on real variety, not a handful of examples.
You own it, can anonymize it and have the right to license it. Clear rights move deals faster.
Current tools and current ways of working are worth more than a snapshot from a decade ago.
A first estimate in 30 seconds, based on published enterprise data programs and disclosed licensing deals.
Estimated value
$0
Get a real offerIndicative only, not an offer. Real prices are set by the lab after reviewing samples.
You stay in control from the first call to the signed deal.
A 20-minute call about your company and your data. No files, no access, no commitment.
We match you with AI labs actively looking for your kind of data and make the introductions.
You decide what's included and how it's anonymized. Your legal team reviews the contract, which you sign directly with the lab.
As a one-time license or a recurring partnership. The data goes straight from you to the lab; we never touch it.
No. We never see, store or process your data. We connect you with AI labs and their data teams, help you understand what's valuable, and support the conversation. The data moves directly from you to the lab, under the agreement you sign with them.
Yes. You never pay humaven anything. When a deal closes, the AI lab pays us a commission. There are no fees for the first call, the estimate or the introductions.
AI labs and AI companies building models and agents that need real-world, professional data they can't find on the public web. Which lab fits depends on your data, so we match you with the ones actively looking for it.
Personal and customer information is removed or anonymized before anything is shared, following the lab's process and your own review. You decide exactly what's in scope, and nothing leaves your company without your sign-off.
No. Labs want patterns of real work, not your strategy or customer lists. You choose the scope, agreements include confidentiality terms, and you can exclude anything sensitive.
By how rare, expert-made and rich the data is, how much there is, whether it's exclusive and whether it can be supplied again over time. Recurring partnerships, where you provide new data regularly, are usually worth the most.
A first call takes 20 minutes. From there, finding the right lab, agreeing the scope and signing usually takes a few weeks to a few months, depending on the size of the deal and your legal review.
Many programs look for companies of 30 people or more with established processes, but size isn't everything. A smaller team with rare, expert data can still be valuable. The estimate above gives you a first idea.
Yes, when you own the data, have the right to license it and remove personal information as the law requires. Contracts with customers or partners may limit some data, so your legal team should review the scope before you sign.
Tell us about your company. We'll reply within two business days to set up a short call. Your estimate is sent along with your message.
We'll be in touch within two business days. Questions in the meantime: [email protected].