Buyer checks

How to check an AI data buyer before sharing

Before sharing records with a prospective AI data buyer, establish who is asking, whom they represent, what they need and what happens next. A credible-looking website or an enthusiastic enquiry is not enough to answer those questions.

By FairlodeFirst published 16 October 20264 min read

Last checked 16 October 2026

Verify the request before preparing a sample. A buyer conversation, a permission decision and a signed licence are separate stages.

Identify the legal entity behind the enquiry

Ask for the legal name, registration jurisdiction and company number where applicable. Clarify whether the person is a buyer, broker, consultant or researcher. Record which entity would receive information and which would sign or pay under a proposed agreement.

For UK companies, including those registered in Northern Ireland, the Companies House search guidance explains what the public register contains, including status and filing information. For the Republic of Ireland, the Companies Registration Office's CORE search provides access to registered entity information.

Use those records to check the claimed identity, not as an endorsement of the proposal. Confirm the person's role through a contact route you establish independently. A matching company name does not answer whether the person has authority, whether funding exists or whether the requested use is acceptable.

Ask for a specific requirement

Request a non-confidential description of the task. What kind of records are relevant? Why is this collection being considered? Does the interest concern training, evaluation or another use? Which limitations would rule it out?

Ask what the recipient needs to learn at the next stage. If they cannot explain that, a full export is unlikely to be a proportionate starting point. Suggest an outline of the structure and known limitations instead. The training and evaluation guide can help you formulate the question without assuming the answer.

Do not mistake a general acquisition brief for an offer. Record whether the discussion is exploratory, whether a named team has reviewed the outline and whether commercial authority remains to be confirmed. Keep "interested in hearing more" distinct from "ready to agree a licence".

Understand the role of an intermediary

If an intermediary is involved, ask whom it represents and how it is paid. Does it have authority to negotiate, or is it only introducing parties? Will your description be forwarded to one named recipient or circulated more widely? Who controls the next step?

Write down the proposed sharing scope before agreeing to it. You do not need to reveal customer names, code or internal documents merely to understand the process. Ask for clarification if an introduction is described as though it were a purchase commitment.

Fairlode's own role and payment explanation is public. Any introduction through Fairlode needs separate written approval for the named partner and sharing scope. Do not infer from this article that Fairlode has assessed or endorses a particular buyer.

Challenge the need for a real sample

Ask what a sample would demonstrate and whether an invented structural example could answer the immediate question. A real sample should not be the automatic response to an unverified enquiry. Keep source code, customer records and credentials out of introductory correspondence.

The UK Intellectual Property Office's NDA guidance recommends defining the permitted purpose and checking that an authorised person signs. Take advice appropriate to the parties and jurisdiction before relying on confidentiality wording. An NDA does not, by itself, settle whether your company may share the requested material.

If a later controlled review is appropriate, ask who can access the sample, where it will be held, whether it may enter training systems, what onward access is proposed and what happens when the review ends. Have the responsible people agree the process before anyone prepares a transfer.

Trace the route from review to a decision

Ask who will assess fit, who can approve terms and what remains unresolved. Request the acceptance criteria before commissioning preparation work. If a price is mentioned, ask which material and permissions it covers and which conditions could change it.

Find out whether an intermediary's payment depends on a later buyer transaction and whether that affects your own position. Ask who would pay for preparation, correction or ongoing updates. These are commercial questions to document, not a reason to assume every enquiry is unsuitable.

Our licensing-value questions help distinguish a range from an offer. The agreement checklist is the next step when a concrete proposal exists. Avoid starting with contract drafting when the identity and purpose of the request are still unclear.

Record a reason to proceed, pause or decline

Use a short internal note rather than a vague impression of credibility. List the entity, the person's role, the intended use, the information requested and the checks completed. Mark unanswered questions clearly. Keep the note in your normal business records, not in a public document.

Reasons to pause include an unexplained change of recipient, pressure to send raw records before questions are answered, or a refusal to define the next stage. These are practical warning signs to investigate, not proof that a person or business is acting dishonestly.

An illustrative outcome might be: identity checked, use still unclear, no sample approved, description-only discussion may continue. Another might be a decision to decline because the proposed use conflicts with your business's boundaries. Both are useful decisions. The aim is to control the next step, not to make a licensing deal happen at any cost.

General information, not legal advice, a valuation or a buyer offer. Illustrative examples are not customer case studies.

Sources and further reading

Sources checked 16 October 2026. Historical research is background, not evidence of current buyer demand.