Guide
Buyer-Owned Training Data Explained
Short answer
Buyer-owned training data means the buyer holds a perpetual, irrevocable commercial license to the delivered footage, backed by a documented consent chain and a data card, rather than a revocable subscription to a dataset the provider still controls. It does not mean copyright is transferred — it means the rights granted cannot expire or be revoked once delivered.
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What does "buyer-owned" actually mean?
On Firsthand, "buyer-owned" describes the commercial license the buyer receives with each delivery: perpetual and irrevocable, rather than a subscription the provider can revoke or a research-only grant that never permitted commercial training in the first place. It is backed by a documented and warranted consent chain, so the license is not just a promise — it is traceable back to a signed release per participant.
This describes how Firsthand structures its own commercial license. It is general information, not legal advice — confirm the specific terms of any order form before relying on them.
How is that different from a licensed public dataset?
| What the buyer receives | Firsthand (buyer-owned) | Typical licensed public dataset |
|---|---|---|
| Commercial training rights | Yes, granted directly | Only if the license is explicitly commercial, not research-only |
| Term | Perpetual | Varies — can be revocable or time-limited depending on the agreement |
| Consent documentation | Consent artefact IDs per episode, listed in the data card | Varies by dataset; not always documented per file |
| Provenance record | Data card with jurisdictions of capture and license terms | Varies by dataset |
General comparison based on how license categories are typically structured. See /compare/public-dataset-licenses for how specific named datasets are positioned.
What does "buyer-owned" not mean?
Buyer-owned does not mean the underlying footage’s copyright is assigned or transferred to the buyer — that is a different legal concept from a perpetual, irrevocable license grant, and this site does not claim copyright assignment. What it does mean is that the commercial rights the buyer needs — to train on the data and use the resulting model commercially — cannot later expire, be revoked, or be renegotiated by the provider.
Why does this matter for a commercial roadmap?
A revocable or research-only grant can leave a shipped model exposed after the fact — the license the team relied on during training can turn out not to cover the commercial use the product ultimately needs. A perpetual, buyer-owned license backed by a documented consent chain settles that question before a single hour is captured, rather than after a model is already in production.
See /provenance for the full licensing and consent chain, and /guides/how-to-license-training-data-for-commercial-models for what to check on any dataset before training.
FAQ
Buyer-Owned Training Data Explained, answered.
01Does "buyer-owned" mean Firsthand transfers copyright of the footage?
No. It means the buyer receives a perpetual, irrevocable commercial license — the rights needed to train on the data and use the resulting model commercially cannot expire or be revoked. It is not a copyright assignment.
02How is buyer-owned different from a commercial license in general?
A commercial license grants commercial use rights under whatever terms a specific agreement sets, which can still be limited or revocable. A buyer-owned commercial license, like Firsthand’s, is specifically perpetual and irrevocable, not just commercial.
03Does buyer-owned licensing depend on consent being documented?
Yes. Firsthand backs its buyer-owned license with a documented and warranted consent chain — signed releases and per-episode consent artefact IDs listed in the data card — so the license is traceable rather than assumed.
04Can a buyer-owned license be revoked after delivery?
No. Once delivered, the license is perpetual and irrevocable. Withdrawal requests are honoured for undelivered footage, but delivered footage and its accompanying license cannot be recalled.
05How does this relate to research-only vs commercial licenses?
Buyer-owned is a specific, stronger form of commercial license. A research-only license does not permit commercial training at all; a generic commercial license permits it under whatever terms apply; a buyer-owned commercial license permits it perpetually and irrevocably. See research-only vs commercial dataset licenses for the fuller breakdown.
Check it against the sample pack.
40 episodes across 4 environments, delivered in the exact schema these guides describe.