Checklist
The readiness checklist.
What to know before you start a licensing conversation.
Read the resourceFounder / Avelence
Yananai A. Chiwuta
Helping companies explore AI-data licensing through clear assessment, qualification, and prepared introductions.
Current focus
Turning a data question
into a commercial conversation.
I help companies explore whether their operating history may fit an AI-data licensing opportunity. At Avelence, that means understanding the company's data profile, clarifying potential fit, and preparing an introduction that makes sense for both sides.
This follows my work at Forma Nôrden, where I work on company research, CRM architecture, qualification, and outbound systems. The connection is practical: first making data useful inside a business, then asking whether its operating history could have a separate licensing use.
Scope of work
Assessment. Qualification. Partnerships.
My writing covers licensing readiness and the commercial questions worth asking before participating. It does not replace legal, privacy, security, or tax advice.
Selected resources
Useful questions
before a decision.
Explainer
Enterprise data licensing, explained.
The roles, rights, and decisions behind an unfamiliar opportunity.
Read the resource
Decision tool
The questions worth asking.
A practical starting point for your first partner conversation.
Read the resource