Who Buys Company Data for AI? A Seller Due-Diligence Guide

Companies buying business data for AI include operational-data purchasers and organisations assembling material for AI development. Public buyer pages can help identify possible counterparties, but a credible opportunity needs a defined use, clear rights, and written commercial terms. Ask who signs, who pays, who receives the records, and what happens after delivery.

Look for a buying mandate that matches your records

If you want to sell company data, start with the operating work your archive preserves. A buyer interested in troubleshooting histories may need different material from one looking for procedures or completed project records.

Recommend describing the task, the available context, the outcomes, and the history that survives in your systems. Avoid offering a broad category such as “customer data” when the actual opportunity concerns your company's work.

Micro1's partnerships page describes operational documentation, business workflows, and internal records. Polyshares describes purchasing operating records and supplying them to AI labs. These pages establish public commercial propositions; they do not verify demand for your specific collection.

Use our business data inventory guide to prepare a description that can be assessed without exposing underlying files.

Distinguish the signer, payer, and final user

Do not infer the transaction structure from a logo or an introduction. Ask the prospective counterparty to identify its legal entity and its role.

A direct purchaser may license material from your company and supply it onward. A referrer may only connect you with a purchaser. A seller adviser would represent a different relationship again. Identify the actual service before accepting terms or sending information.

Recommend drawing a simple recipient map in your internal review: your company, any preparation service, the contractual buyer, and any downstream users. Ask where the records move and which rights accompany them.

An intermediary saying it works with well-known AI organisations does not necessarily mean those organisations will sign your agreement or guarantee payment. Ask for the commitment made by the entity that will actually owe you money.

Read public purchasing pages as claims to verify

A useful source can still be a marketing page. Record what it says and distinguish it from independently verified evidence.

Polyshares

Polyshares states that it is the direct counterparty and that its process concerns defined operational records. Its track-record page describes licenses without naming the seller companies. Treat those cases as buyer-stated, not Garrow-arranged transactions or independent proof of a future offer.

Micro1

Micro1 describes an enterprise data partnership proposition. Its public page explains the categories it seeks and presents its own compensation claims. Ask for the scope and requirements relevant to your company rather than assuming the advertised tiers apply to you.

Ooak Data

Ooak Data publishes a company partnership page with its own commercial description and deal claims. Its page is another starting point for diligence, not a substitute for a proposed agreement or a valuation of your archive.

These examples are not an exhaustive buyer directory or endorsements. Buying mandates and terms can change. Check the current offer and legal documents before relying on any public description.

Ask which AI activity the records will support

Recommend asking the buyer to separate model training, evaluation, task environments, and other processing. A general interest in “real business work” does not establish permission for all of them.

For evaluation, ask what the tested system will be expected to do and how success is judged. Anthropic's evaluation engineering guide illustrates why task design and grading are substantive parts of evaluating agents, rather than treating an archive as a benchmark automatically.

For any use, ask which fields and relationships the buyer actually needs. A narrow purpose may allow a more precise proposal than a whole-company archive. Your company and advisers should assess the resulting scope.

Our AI evaluation licensing guide provides task-level questions without claiming a tested market price.

Decide whether the source is licensable before discussing a windfall

A buyer's interest does not settle your company's authority. Review company-created records separately from material held for clients, third-party documents, and personal information.

Recommend identifying the governing agreements and notices before sending a sample. Ask counsel what the proposed recipients and uses require. Mark unresolved sources clearly instead of presenting the whole archive as ready.

The FTC's AI privacy guidance emphasizes accountability for privacy promises. A commercial opportunity does not erase those commitments.

Read rights to license company records and privacy before selling business data before making representations to a buyer. These guides organize questions; they do not provide legal clearance.

Compare offers using the same scope

Recommend asking for written proposals that identify the record set, uses, duration, exclusivity, downstream rights, acceptance conditions, and payment trigger. Without those terms, amounts are difficult to compare.

A hypothetical broad exclusive archive proposal and a narrow evaluation proposal could carry different obligations even if both are described as data licenses. Compare what you give and what work you must perform, not merely the headline amount.

Ask who pays for preparation, review, and corrections. Establish whether additional records will be required. Clarify whether the proposed purchaser can reject a package and what happens to material already reviewed.

Our exclusive versus non-exclusive guide covers the relevant restrictions. The licensing process guide distinguishes an inquiry from acceptance and payment.

Verify the evidence behind price claims

Published money claims can describe different things. A buyer's advertised range, a buyer-stated past case, a reported transaction, and a court bid are not interchangeable.

Recommend recording the publisher, the event described, the status, and the date. If an amount describes an offer, do not call it a completed payment. If a case concerns a different kind of record or a much larger company, explain why it does not price your package.

Distinguish advertised amounts from closed-deal evidence and exclude unsupported examples from your comparison. Use the actual written offer when assessing the proposed price for your transaction.

Do not assume an online estimator or successful case creates an entitlement. Ask the actual buyer what it needs to evaluate before making a commitment.

Use an introduction without surrendering control

Garrow is an independent referrer. When a company it introduces signs a license, the buyer pays Garrow a fee. Your company pays Garrow nothing. Garrow does not receive your archive, determine your legal rights, or promise a price.

Recommend discussing the prospective buyer's identity and referral arrangement before agreeing to an introduction. Keep raw records in your systems while fit and authority are considered.

Once introduced, ask the buyer the same diligence questions you would ask without a referrer. An introduction does not validate every sales statement or replace counsel's review of the proposed grant.

Be clear about existing buyer conversations and agreements so your company does not accidentally pursue incompatible rights grants. Avoid distributing sensitive samples widely merely to see which party replies.

Measure the transaction milestone

Distinguish buyer interest from a licensable package or a completed sale. Ask what remains to be assessed, which rights are proposed, and what contractual conditions govern delivery, acceptance, and payment before assigning a commercial status to the opportunity.

For your own review, track fit, authority, proposed rights, agreement, delivery, acceptance, and payment separately. Those are recommended milestones, not a promised conversion process.

A suitable buyer should be able to explain its role and requirements. Your next useful step is a precise description of the operating record, with the unresolved questions still visible.

Describe your company through Garrow's intake to explore a potential buyer introduction without sending records.