Who is the contracting party in an intermediated data deal?

What are the three common structures?#

The three common structures for an intermediated data deal are a direct license with a separate services agreement, a license-and-sublicense chain, and a single tri-party agreement. Each answers one question differently: whose signature binds the party that actually trains on or evaluates with your records.

Labels are unreliable. Some intermediaries describe themselves as agents but sign as licensees, and some marketplaces use platform terms that work like a sublicense chain. Read the grant clause and the signature blocks, not the cover email.

How a direct license works with an intermediary beside it#

A direct license makes the buyer your counterparty: the grant, permitted use, deletion duties, audit rights and confidentiality obligations are promises the buyer makes to you. The intermediary signs a separate agreement with you that covers its services, its fee and any authority to negotiate.

The direct structure gives the clearest enforcement. If the buyer uses records outside the permitted use, the supplier has a contract claim against the buyer itself rather than against someone in the middle. The trade-off is visibility: your entity is a party, so protecting your identity depends on confidentiality and no-publicity terms rather than anonymity.

Check two points in the services agreement. First, whether the intermediary can bind you, and if so within which written limits. Second, whether its fee depends on signature, renewal or expansion of the license, because that shapes its incentives during negotiation.

What changes in a license-and-sublicense chain?#

A license-and-sublicense chain makes the intermediary your only counterparty. You grant the intermediary a license with a right to sublicense, and the intermediary grants the buyer a sublicense whose full text you may never see.

Your protection then rests on what your agreement with the intermediary requires of every sublicense. Without those terms, misuse by the buyer may leave you with a claim only against the middle party, which may have limited assets. Watch the grant to the intermediary as well: an exclusive or open-ended grant to the middle party can stop you licensing the same records anywhere else.

• 1A right to approve each sublicensee before delivery, or at least a named list of permitted ones.
• 2Flow-down of permitted use, prohibited use, deletion, security and confidentiality terms at least as protective as your own.
• 3Third-party beneficiary rights for the supplier in each sublicense, so you can act against the buyer directly if needed.
• 4A copy of each sublicense, or a certificate of its key terms signed by the intermediary.
• 5A bar on further sublicensing by the buyer.
• 6An obligation on the intermediary to enforce breaches and to tell you about them promptly.

Who pays you, and when?#

The party that pays you is not always the party you signed with. In a direct license the buyer may pay the supplier while the intermediary invoices its fee separately, or the buyer may pay the intermediary, which deducts its fee and remits the balance. In a chain, the intermediary collects from the buyer and pays you under your own agreement.

When money passes through a middle party, ask for funds held in a segregated or trust account, a fixed remittance deadline, statements showing gross receipts and fees, and audit rights over the intermediary's records. Bankruptcy law also has specific rules for intellectual property licenses: under 11 U.S.C. §365(n), if a trustee rejects a license the debtor granted, the licensee may elect to keep its rights if it keeps paying royalties. Ask counsel how rules like these would play out if the middle party failed while holding your records or your money.

The payer usually handles tax reporting too. IRS instructions require payers to report royalty payments on Form 1099-MISC, so the structure can change which entity reports payments to you and how they are characterized. Take that question to your tax advisor before signing.

Which clauses decide the outcome when something goes wrong?#

The clauses that decide the outcome are permitted use, deletion, warranties, indemnities and assignment, and their effect shifts with the structure. A warranty you give an intermediary can reach further than you intended if the sublicense promises the buyer more than you promised the intermediary.

Assignment deserves particular attention because intermediaries change hands. Cloudflare announced in January 2026 that it had acquired Human Native, a London-based AI data marketplace where creators package, price and license content for AI training. Wherever an intermediary holds your license or your money, a change-of-control clause decides whether you get notice, a consent right or a right to terminate.

Illustrative: a consulting firm compares two proposals#

Illustrative: a fictional management consulting firm keeps proposals, project review notes and internal playbooks in SharePoint, with engagement history in Salesforce. It received two proposals to license a de-identified set of project reviews. One intermediary offered to take an exclusive, sublicensable license and resell access to model developers it would choose. Another proposed a direct license between the firm and a named buyer, with the intermediary handling preparation and delivery under a services agreement.

The firm's general counsel ran both proposals through the same three questions: who could be sued for misuse, who would certify deletion, and who held the money between signature and payment. The first proposal routed every answer through the middle party and barred the firm from licensing the records elsewhere. The firm chose the direct structure, accepted that its name would appear in the license under confidentiality terms, and limited the intermediary's authority to a written scope the managing partners had approved.

How SourceX approaches the contracting question#

SourceX negotiates with buyers within limits the supplier approves, and the supplier approves every step of the SourceX five-step transaction: Supply, Rights, Preparation, Approval and Delivery. Records are licensed, not sold outright, and the supplier keeps ownership.

Which entities sign, and in which structure, is set out in each deal's documents and reviewed by the supplier's own counsel before signature. Whatever the structure, each package's SourceX Evidence Packet ties release authorization and permitted use back to provenance, licensing rights and the privacy record, so the path from supplier approval to buyer use is on paper.