Data ReserveAI data licensing research
Section 12 / Next steps

What should be completed before contacting suppliers?

Data Reserve research deskSection 12Page 2 of 13Last updated 4 November 2026

Prepare a concise, non-confidential brief. Include the archive's subject, modality, date range, languages, update frequency, format, approximate eligible volume and known exclusions. State whether the proposed use is training, fine-tuning, retrieval, evaluation or a still-unresolved combination.

Then name the sponsor, legal reviewer, data owner and finance reviewer. In a small business one person may cover several roles, but the responsibilities should remain explicit.

Checklist:

  • One decision and decision date, including who can approve it.
  • A bounded archive inventory; distinguish total holdings from the proposed eligible subset.
  • Existing subscriptions, APIs, syndication, exclusivity and contributor arrangements identified.
  • A list of questions that could change the decision.
  • Permission for any material shared outside the organisation.
  • A budget ceiling for this stage and the next approval gate.

The Datasheets for Datasets research provides a useful precedent for documenting composition, collection and intended uses. Here, add commercial rights and decision ownership to create an archive brief; this adaptation is the desk's recommendation.

Sources cited on this page

  1. Datasheets for Datasets ↗arxiv.org