When governance begins with structured risk assessment rather than assumptions, organizations are able to translate stakeholder perspectives into measurable risks, document them in a Risk Register, and evaluate readiness through a Readiness Matrix. This approach enables organizations to create transparent, repeatable governance processes that enable responsible AI adoption.