For AI labs and research teams
Welcome to the consent-ready data vault.
Unconsented web scraping is a liability you can’t afford. The Likeness Vault is the enterprise-grade data layer of our registry — giving developers access to a deep database of human likenesses with explicit consent for AI training.
Our belief
Less scraping. More testing.
It’s about time AI labs and research teams had a better source of human data. Scraped datasets separate human likeness from the person behind it. Let’s face it: with AI evolving, that can’t go on. Twinnin keeps those elements linked. A verified human makes a clear choice. Approved data has a defined scope. Consent changes are recorded and shared. All unconditionally.
The perks
The benefits? A vault-full.
- Identity
Every contributor is connected to a verified identity and liveness check. - Provenance
Each delivered sample remains connected to its subject, consent record, licence scope and status. - Structured modalities
Build cohorts around the available image, video, audio, motion or 3D inputs your project requires. - Purpose-specific consent
Training consent is captured separately from commercial appearance licensing and scoped to the agreed use. - Revocation workflow
Agreed notifications and handling obligations define what happens when a participant changes their consent status. - Compensation
Commercial terms provide a route to compensate the people whose data contributes to the model.
Our engagement models
Models that mirror your research type.
Evaluation sample
A limited, non-production dataset for feasibility, benchmarking or proof-of-concept work.
Production cohort
A cohort assembled against an agreed demographic, modality and usage specification for production training.
Strategic partnership
A multi-year programme combining bespoke cohort development, governance and delivery requirements.
How it works
The Likeness Vault process
- 01 Scope out
Agree the model purpose, modalities, participant profile, and intended downstream use. - 02 Structure consent
Define the permission, retention, derivative, and revocation terms participants will review. - 03 Build and verify
Confirm cohort availability, recruit where required, and validate the records attached to each participant. - 04 Deliver and maintain
Provide the agreed format and maintain the consent-status record for the contracted term.
FAQs
Consented training data. Ultimate human likeness provenance.
Secure your pipeline, guarantee human provenance, and train next-generation models on Verified Humans data. Let’s talk.