Provide an AI companion that guides named readers through a reviewed learning path to examine one AI-assisted result outside their familiar methods by an agreed date. Potential buyers include research-group leaders, organizations releasing results for outside examination, and foundation programs. OpenAI’s October 2026 announcement illustrates such organizing and funding; it does not establish demand for this service. Identify who uses, selects, pays for and reviews each path. Compare a scoped paid offer with the prospect’s capable AI guidance, documents, meetings, workshops and appropriate expert help. Include companion operation, review and support in the delivery cost. Test whether readers can explain claims, assumptions and limits and check specified evidence. Revise the offer if costly instances, suitable material or willingness to pay cannot be found.