Use ChatGPT Work to assemble a licensing eligibility review packet: pin the governing code and guideline version, inventory the submitted evidence, map each criterion to a cited record, calculate only rules that are explicit, and route ambiguities or exceptions to the designated licensing official. A checklist is not an eligibility determination. ChatGPT must not invent equivalencies, waive requirements, interpret unsettled code, issue a deficiency, change case status, or approve, deny, suspend, or communicate a licensing decision. The attached figures are projected role-task priors, not measured ChatGPT adoption by eligibility interviewers, so they support a supervised trial rather than a claim about current practice.