Data Rights & Licensing Readiness
Review upstream rights, contributor terms, privacy commitments, and permissions before licensing a dataset.
Data Rights & Licensing Readiness
Establish what you can license before making promises to a buyer. We review customer agreements, contributor terms, contractor assignments, upstream licenses, privacy commitments, and confidentiality restrictions.
We identify gaps and prepare the permissions, amendments, and transaction documents needed for the proposed use. Possessing data does not automatically establish every right needed to license it for AI training.
The work can support a specific buyer’s diligence or prepare your business for future discussions, including an evaluation agreement and a form commercial data license.
Insights
So Which Privacy-Enhancing Technology Should You Use?
No single PET wins. A practical guide to picking the right one for your team.
Federated Learning: Great Idea and Expensive Reality
Move the model, not the data. Great for privacy, expensive for infrastructure.
“Anonymized” Doesn’t Mean What You Think It Means: A Guide to Data Privacy Compliance
Same data, five legal definitions of "anonymous." GDPR, HIPAA, CCPA, LGPD, and PIPL compared.
Need help with Data Rights & Licensing Readiness?
Send us what you have, or tell us what you need. We quote a flat fee before the work starts and a senior attorney owns the outcome.