AI data licensing with a record behind every item.
The question is no longer whether your training data was licensed. It is whether you can show it, item by item, to counsel, a customer, or a regulator. eeko AI data licensing binds consent, license terms, and releases to each item at intake, signs a provenance record for it, and hands you a receipt that lists everything you received by hash.
What is AI data licensing?
AI data licensing is the agreement that gives a model developer the right to use a body of data for training, evaluation, or fine-tuning, and the terms that go with that right. In the weak form it is a paragraph in a vendor contract warranting, in general, that the vendor had the rights to sell. In the strong form it is a record, for every item, of who made it, what they consented to, which terms apply, whether any person or property shown has a release, and how the item has been handled since.
The weak form used to be enough. It is not anymore. Questions about training data now arrive from customers running due diligence, partners negotiating indemnities, counsel preparing for transparency rules, and regulators. A general warranty answers none of them for a specific item. A per-item record answers all of them.
eeko's data practice licenses data in the strong form. Consent and terms are bound to each item when it enters the catalogue or is commissioned, the item is fingerprinted and signed, and the records travel with it into your delivery. It is the documentation discipline we bring to AI compliance and governance work for regulated clients, applied to the supply side of the model. The checks behind it are described on the verified human data page, and they cover the whole eeko AI training data practice.
Licensed AI training data, documented to the item.
Six things arrive with every licensed dataset. None are optional, because the record is only useful when complete.
- Permission recorded before cataloguing
- Terms and restrictions listed per item
- Delivered alongside the data
- Model releases for identifiable people
- Property releases where required
- Release status visible per item
- Scope and term written per dataset
- Exclusivity flag enforced in the catalogue
- Standard for evaluation sets
- Per-item signature and fingerprint
- Hash-chained event history
- Content credentials attached where the format allows
- One line per item
- Verifiable against the files
- Forensic marks on licensed image deliveries
- Human-origin checks at intake
- Origin class filterable at training time
- Same terms carried to new supply
What travels with a licensed item, field by field.
Open any item in a delivery and this is what you find attached. Nothing here depends on trusting us after the fact.
The fields on every item
- Fingerprint — a cryptographic hash of the content, used to catch duplicates at intake and to match the item to your receipt.
- Consent — the contributor's recorded permission for AI-training use, with date and scope.
- License terms — set by the creator or owner, with any restrictions and the exclusivity status.
- Releases — for any people or private property shown.
- Origin — human-made, AI-assisted, or AI-generated, with the checks that produced the classification.
- Provenance signature — a signed record binding all of the above to the fingerprint.
- Timestamp — an anchor to an independent, publicly verifiable clock.
- Audit events — every handling step, appended to a hash-chained trail.
The same fields apply whether the item came from the catalogue, a commissioned brief, or a company that chose to sell its data through eeko.
Buyers, creators, and companies, on the same terms sheet.
A license is only as sound as the consent beneath it. Each side of the catalogue is treated accordingly.
From a rights question to a signed receipt.
Terms agreed before the pilot, the pilot shipped with the full record, the price fixed per dataset.
AI data licensing questions.
What is AI data licensing?
AI data licensing is the agreement under which a model developer obtains the right to use a set of data for training, evaluation, or fine-tuning, together with the terms that govern that use. A useful license does more than grant permission in general: it states, item by item, who the creator was, what they consented to, which terms apply, and whether any releases cover people or property shown. eeko licenses data this way, with consent and terms bound to the item at intake and a signed provenance record that travels with it into your delivery.
What rights does an eeko data license include?
Each delivery comes with a license covering the use agreed in your order, usually training and evaluating models, together with the per-item terms set by the contributor who created the material. Any releases for identifiable people or private property, and any restrictions a contributor has set, are listed alongside the item so there is nothing to discover later. The license is written for your counsel to review against the use you intend; we supply the records and the terms, not legal advice.
Should we choose an exclusive or a non-exclusive license?
A non-exclusive license leaves the same item available to other buyers and suits broad training data where breadth matters more than ownership. An exclusive license takes the item off the market inside the licensed scope, and that status is stamped on the item so it cannot be offered to anyone else. Exclusivity is the default for commissioned evaluation sets, where leakage would make the benchmark worthless, and is available on catalogue items when the creator agrees. It raises the price in proportion to what the creator forgoes.
How do we prove what data our model was trained on?
The signed receipt you receive lists each delivered item by identifier and cryptographic hash. Each item also carries a signed provenance record, every event in its history is appended to a hash-chained audit trail, and the records are anchored to an independent timestamp so their timing can be verified by a third party. With those three pieces, you can show at any later date exactly which items a training set contained, when they were delivered, and under what terms, without relying on anyone's memory or a vendor's word.
Does licensed data make our model compliant with AI regulations?
No dataset can make a model compliant by itself. What licensed data from eeko gives you is documentation: consent recorded per item, origin classified as human-made, AI-assisted, or AI-generated, provenance records, and receipts that list what you received. Those are the inputs the transparency and record-keeping obligations in current and proposed AI rules tend to ask for. Whether they satisfy a specific obligation for your organization and your use is a judgment for your counsel, and we design the records to make that judgment easier.
How are creators and companies paid when their data is licensed?
Creators set their own terms and get paid each time their work is licensed. Companies that license operational data agree a price per dataset or a standing arrangement for new data over time. Experts who create or review commissioned material are paid automatically once their work is accepted and their identity and tax checks are complete. Paying the people who make and hold the data is what keeps consented supply flowing through standing orders, which is the only kind of supply that survives a rights audit.
Related data solutions, industries, and experts.
Bring us the rights question you cannot answer today.
Tell us the data types, the intended use, and the exclusivity you need. A data lead replies inside one business day with a sourcing plan and a pilot price. No deck. A terms sheet and a receipt format.
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