Domain Resources

The four chapters in this section move from the general framework to the specific operational terrain of each AMC domain: clinical care, research, education, and business operations. Each domain chapter shares a common structure — what AI is actually being used for, what governance considerations are distinctive to this domain, what the regulatory obligations are, and what an institution can do in the next ninety days — but the content is not interchangeable. A clinical chapter written for clinicians and clinical informatics teams will not serve a research dean’s office trying to set AI policy for investigators, and vice versa.

Readers who need the full governance framework before engaging with any specific domain should read the Framework, Values, and Implementation chapters first. Readers who arrived here because a specific domain problem is pressing — a clinical AI deployment under consideration, a research integrity policy to draft, a medical school accreditation review approaching — can start with the relevant domain chapter and treat the framework chapters as reference material. The cross-references in each domain chapter point to the workstream chapters (Data Governance, Infrastructure, Ethics, Workforce Development, and Project Management) for the shared capabilities that cut across all four domains.