Investor investigation is a candidate service: the companion interviews founders, examines their claims, reports a reasoned recommendation and teaches background when needed. Compare this with preparing scientists to examine an unfamiliar result. Identify who uses, buys, pays for and reviews each service; compare alternatives, confidentiality needs and complete delivery costs. Reviewed public background may serve both. The current demonstration uses a general AI assistant operating 1Cademy’s interface; a dedicated interview experience and permissioned deal records need planned engineering. Ask prospective buyers, including firms without a stake in 1Cademy, about a specific recent task. Investing in 1Cademy and buying its service are separate decisions. Use customer needs and comparative results to select the initial customer and delivery scope.