Data monetization partnership
We help any company monetize its data.
The transcripts, documents, archives, code, media, records, and workflows your company already produces are worth real money to AI labs and data vendors. Raii does the work of selling it under a 12-month partnership. You pay nothing upfront. Raii earns 25% of every license it sells.
Not sure what you have? See what your data could be worth → 60 seconds. No commitment. The estimate stays private.
- $0 upfront, 25% of what we sell
- No retainer. No listing fee. Paid when you are.
- Rights-first
- We only represent clean-rights data.
- Never a custodian
- Your data stays in your systems.
The 12-month partnership
One agreement. We do the work. You get paid.
You sign a 12-month exclusive partnership with Raii. We audit what you have, package it, build the diligence pack, run buyer processes, negotiate, and close. You approve every document, sign every license, and receive every payment directly.
- 01
Audit
We inventory what you have — volume, structure, time span, and how it was collected — and confirm you hold the rights to license it. You get a written read on what is sellable and roughly what it is worth.
- 02
Package
We write the data sheet and build the diligence pack buyers actually read: provenance, schema, PII posture, sample protocol, and license terms. You approve every word before anyone outside sees it.
- 03
Sell
We run a competitive buyer process with the labs and data vendors that need your data, negotiate price and terms alongside you, and close. You sign directly with the buyer. We never hold the data.
What we monetize
Any data your company produces as a byproduct of real work.
The public internet has been scraped. What labs and data vendors need now is proprietary, human-generated, domain-specific data from operating companies — in every industry.
Transcripts
Call-center, sales, support, telehealth, and meeting transcripts with consent on file.
Documents
Contracts, reports, filings, claims, manuals, and the annotations around them.
Email and chat archives
Internal messaging, customer threads, ticket histories, and collaboration logs.
Code
Private repositories, review threads, CI logs, and incident write-ups from real engineering orgs.
Images and video
Inspection footage, dashcam, retail, manufacturing, medical imaging, drone, and satellite.
Records
Structured tables, events, outcomes, and the operational history behind them.
Telemetry
Industrial IoT, vehicle, wearable, agricultural, and logistics time-series.
Workflows
How accountants, underwriters, clinicians, lawyers, and engineers actually do the work — step by step.
Rights first
We represent clean data, and we protect the people who own it.
The data market is full of ambiguous provenance. Buyers are increasingly refusing it. Our standard is simple: if you can’t show where it came from and that you can license it, we won’t take it to market.
Clean rights only
We only represent data where the owner can show a rights chain: first-party creation, a ToS license from users, or a third-party license that permits sublicensing for model training. If that's unclear, we help you find out before anyone else sees it.
Non-circumvention
Every buyer introduction is made under a non-circumvention agreement. Buyers can't route around us to you, and we don't share your identity until you say so.
You never lose ownership
Deals are licenses, not sales. You sign with the buyer, you set scope (use, term, exclusivity), and you keep every right you didn't explicitly grant. Raii is never the licensor of record and never takes custody of your data.
The economics
$0 upfront. Raii earns 25% of every license it sells.
No retainer, no listing fee, nothing to buyers. We get paid when the buyer pays you, and only on licenses we sold. If we can’t sell it, you don’t pay for the attempt.
- Upfront
- $0
- Retainer
- $0
- Fee to buyers
- $0
- Raii's share
- 25% of license fees, paid when the buyer pays
- Term
- 12 months, exclusive
FAQ
Questions we get from every applicant.
What does Raii actually do?
We help companies turn the data they already produce into licensing revenue. Under a 12-month partnership we audit what you have, package it, build the diligence pack, run buyer processes with AI labs and data vendors, negotiate, and close. We don't host data, label it, or resell it. Think of us as a specialized M&A advisor for data assets.
Why 12 months?
Data licensing deals take four to seven months from first contact to signed license. Buyers need to trust that the data is exclusively represented before they commit diligence time. And we only invest in packaging and running a process when we know we'll be in the deal. Twelve months gives all three enough room.
Why 25%?
It covers the audit, the packaging, the rights diligence pack, the buyer process, and the negotiation. Comparable agents and brokers take 15–35%. Most companies net far more with us than selling alone, because we run competitive processes with multiple buyers at the table instead of taking the first offer.
What if nothing sells?
You owe us nothing. There is no upfront fee, no retainer, and no charge for the work we did. Raii earns 25% of the license fees it sells, and only when the buyer pays.
What kind of data sells?
Data that is hard to get elsewhere, well-structured, at meaningful scale, and clearly licensable. Recent, domain-specific, human-generated content with consent on file does best. Scraped or ambiguously sourced data doesn't — and we won't represent it.
Who are the buyers?
Frontier labs, well-funded model startups, enterprise teams building in-house models, and the data vendors who supply all of them. Many have standing budgets and specific wish lists. We also work the buy side: if you need data, tell us what you're missing.
What if my data contains personal information?
Tell us. Some buyers accept de-identified data with the right controls; others require none at all. We'll map your data to the buyers whose requirements it meets, and we'll point you to de-identification partners if that unlocks more demand.
Does Raii ever hold my data?
No. Samples and deliveries run through your infrastructure or a buyer-provided secure channel. We never take custody, and we never become the licensor of record. The license is between you and the buyer.
Find out what your data is worth.
Apply online. No meetings, no obligation. A straight answer within two business days.