For AI developers

Quality-assessed, rights-cleared datasets sourced from real business operations, licensed under clear agreements.

How licensing works for AI developers

  1. STEP 1
    Tell us what you need

    Domain, volume, geography, format and intended training or evaluation purpose.

  2. STEP 2
    Browse rights-reviewed datasets

    Quality metrics, schemas and synthetic samples. Raw supplier records are never shown.

  3. STEP 3
    Request terms

    Non-exclusive, time-limited exclusive, territorial, one-off or recurring.

  4. STEP 4
    Sign and pay

    Licence agreement and invoice. Delivery starts after payment is received.

  5. STEP 5
    Receive securely

    Signed, expiring download links, manifests with checksums, API and webhooks for new versions.

Ways to buy

Assisted procurement

Tell us your requirements; we assemble and quote a dataset.

Evaluate, then license

Review schemas, metrics and samples, then request terms.

API and recurring delivery

Scoped API keys, manifests and webhooks for new versions.

Questions

Where does the data come from?

From businesses that connected their own systems and authorized licensing. Every record carries a pseudonymous contributor id and source type.

Can I evaluate data before licensing?

You can review schemas, quality metrics and synthetic samples. Evaluation access to approved samples can be requested.

Do I need to use your API?

No. You can procure through the portal and download deliveries; the API and webhooks are optional.

Can I get exclusivity?

Time-limited exclusive licences are possible where every contributing data partner permits it and no conflicting licence exists.

Is the data anonymous?

We remove secrets and mask detected identifiers, but automated de-identification does not guarantee anonymity. Licences prohibit re-identification.

Dataset sourcing

Data comes from businesses that connected their own systems and authorized licensing for defined purposes. We build domain datasets across our data licensing network.

Data preparation

Secrets removed, personal identifiers excluded or masked, de-duplication, normalization and completeness scoring. De-identification does not guarantee anonymity; licences prohibit re-identification.

Provenance documentation

Every record carries a pseudonymous contributor id, source type, extraction pipeline version and the authorization under which it was collected. Each version ships with a manifest and checksums.

Licensing agreements

Non-exclusive or time-limited exclusive, by purpose and territory, with the contributing data partners' permissions checked on every licence.

Secure delivery

Delivery after payment via expiring signed links or scoped API keys, with access logging and webhooks for new versions.

Recurring data partnerships and specific requirements

Ongoing supply of new, approved records, and sourcing against your domain, volume, geography and format requirements where data partners can meet them.