Choosing an AI data broker or licensing agent, including when you need none

What does an AI data broker or licensing agent actually do?

An agent sizes your records against buyers' criteria, introduces you to buyers or runs their applications with you, compares offers and coordinates the licence through to payment. How much of that each firm does varies widely, so check before you sign anything.

At one end, Cognor Labs says "We represent the introduction, not the negotiation"⁹, and OpenTrain sends your company and contact details to each buyer that fits⁶. At the other, Jottings says it finds buyers, prepares the data, manages diligence and runs the contract⁸. Firms also differ on whose side they are on: AI Training Data Broker says it represents "the company selling or licensing its data"⁴, while Pewter states "We are not your lawyer or your agent"⁷.

The phrase "data broker" also describes firms that trade consumers' personal data. That is a different business. This guide is about intermediaries for companies licensing their own operating records.

What are the six ways to sell or license company data?

There are six routes: a seller-side agent, an introducer, a marketplace, a matching or review site, going direct to a buyer, and, for closing startups, a wind-down platform. They differ in how much work they take on and who pays them.

Insolvent UK companies follow a different path, run by the administrator or liquidator; see our office-holder guide.

How are brokers and agents paid?

Three ways: the buyer pays the agent, the seller pays a success fee from the proceeds, or both, while marketplaces take a commission or a share of the spread^4,7,10,11,13. We compare these models, firm by firm, and publish every fee we could earn ourselves on our page about AI data broker fees.

Do you need an agent at all?

Not always. If one buyer clearly fits, you have legal and IT support, and you are comfortable negotiating, apply directly: it costs nothing in fees.

Going direct makes sense when:

• one buyer's published criteria clearly fit you;
• you have a solicitor who can review a data licence;
• your IT lead can scope exports and de-identification; and
• you are not under time pressure from an insolvency or a closure.

An agent earns its place when:

• several buyers might fit and you want offers compared on the same basis;
• records include client-confidential or third-party material that needs separating;
• you care where personal data is removed and how; or
• an administrator or liquidator needs a documented sale process.

Decide before you register anywhere. micro1 will not re-attribute a company that registered independently or through someone else's link¹⁴, and Scale AI pays one referral per deal¹⁷. That affects agents' fees, not what you are paid. Our step-by-step process is on how it works.

Twelve questions to ask any agent, including us

Ask every agent the same twelve questions and get the answers in writing. These are ours.

Put us through the twelve questions on a free, confidential 30-minute call.

What are the warning signs?

Be wary of deadlines measured in hours, offers from firms you cannot identify, requests for logins or raw data before a signed licence, upfront fees and payout figures nobody can check.

• 48-hour offers. IBTimes UK reported businesses receiving six-figure offers "sometimes with just 48 hours to decide"¹. Polyshares' co-founder described offers that say "I need an answer by Friday"¹.
• Adverts with no company behind them. AI Data Payout counts 18 or more new companies advertising for business data since September 2026 and lists "No company behind the ad" first among its warnings³.
• Logins on day one. The same list warns against requests for logins at the start³. No legitimate valuation needs your passwords.
• Upfront fees³. The agents named in this guide publish either no charge to sellers or a fee taken from proceeds after a deal^2,4,7,8,9.
• AI lab logos with no deal behind them³. A logo does not mean a partnership.
• Unverifiable payout claims. Prefer figures from a buyer's own page, attributed and dated, over headline numbers.
• Your details sold on³. Ask who will receive your company's details, and when.

Check any UK firm on Companies House and the ICO's register of fee payers. Our entries are linked from our About page^25,26.

Is selling company data to AI a scam?

No. The market is real, but not every offer is, and prices are uncertain. Treat it like any other asset sale: verify the counterparty and read the licence.

The demand is documented. micro1 announced on 9 October 2026 a commitment to spend USD 1 billion over 12 months acquiring and licensing enterprise operational data, financed by Citi and Hercules Capital¹⁶. Google won the auction for Spirit Airlines' records with a USD 10 million bid²¹; the sale still awaits court approval, with a hearing set for 17 November 2026²⁷.

The prices are not settled. Surge AI told MIT Technology Review that buyers "quote wildly different numbers"²⁰, and Pewter says many firms are offered less than headline figures, and some receive no offer once their records are reviewed⁷. A genuine buyer or agent will put any offer in writing and let your solicitor review the licence before anything moves.

When does a UK-based agent matter, and when does it not?

It matters when UK law shapes the deal: data protection, confidentiality, raw data leaving the UK, or an insolvency. It matters less if price is your only question, because several US agents and buyers say on their own pages that they take UK companies^5,19,23.

It matters when:

• Personal data might leave the UK before de-identification. micro1 says a company does not need to anonymise its data before transfer¹⁵; Scale AI says it takes only de-identified records and offers on-premises and private cloud options¹⁷. Which route you choose changes your UK GDPR position; see our UK law guide. We prefer removal before records leave your systems; where a buyer removes personal data after transfer, we tell you in writing first and your solicitor confirms the transfer route.
• Records include client-confidential material subject to UK professional rules.
• The company is in administration or liquidation, where office-holders' powers and SIP 9 apply.
• You want an agent registered under the same law as you, with a UK company number and ICO registration you can check.

It matters less when:

• you are choosing between buyers on price alone; or
• a US agent already covers UK companies. AI Training Data Broker says the labs it works with look at US companies first, then the UK, Canada and Australia⁵; OpenTrain runs a UK page⁶, Ventra accepts sellers in the UK¹⁹ and Mode's referral programme names the UK²³.

Sleeping Asset is one UK-based agent, not the only option. Compare any agent, including us, on the twelve questions above. To see what your records might be worth first, request a free valuation.