Choose a modality

Image, video, audio, speech, text, conversational, facial, healthcare or human-interaction data.

Define participants and sources

Set project-specific participant profiles and approved source requirements before collection.

Plan labels and metadata

Agree on taxonomy, transcript formats, metadata fields and downstream schema.

Validate and review

Plan collection checks, annotation, transcription and human-in-the-loop QA together.

Confirm use and licensing

Clarify rights, permitted use, privacy and consent requirements before delivery.

Secure delivery

Define format, access, retention and transfer arrangements for your project.

Start with your requirements

Share the model use case, data gap and constraints. We will help determine whether existing catalogue data or custom collection is the right fit.

Request a collection proposal