Provenance & authority
Who created it? Who owns it? What employment, customer or third-party agreements govern it? Possession is not licensing authority.
For Data Owners
Your operational knowledge. A potential new purpose.
Explore whether original business materials could support AI training or evaluation—without treating your information as a commodity.
What may have potential
The knowledge behind
the business.
Original training materials, operational procedures, technical workflows and authorized structured activity may contain domain-specific knowledge useful beyond their original purpose.
We begin by considering what the material represents, its source, how it was created and whether it matches a potential buyer’s intended use. Not every material is suitable or eligible.
Quality & context
Is the material coherent, documented and useful for the proposed domain? What gaps, duplication or unsupported assumptions exist?
Format & coverage
Describe formats, approximate scale and time coverage. These remain subject to inventory and qualification.
Permissions & restrictions
Identify privacy obligations, confidentiality, IP rights and contractual restrictions. “Unsure” is a valid starting point.
Commercial structure
Licensing is a discussion.
Not a promise.
Licensing scope, term, permitted uses and exclusivity are negotiated for each opportunity. You may retain ownership, depending on the agreed structure.
Commercial assessment is not a formal appraisal or legal advice. Eligibility, buyer interest, valuation and payment are not guaranteed. Fees, representation and conflicts are governed by separate engagement terms.
View Illustrative Opportunity BriefStart with a conversation
Let’s explore what your data could be worth.
Begin with categories and metadata. No obligation, no raw data, and no guaranteed outcome.