Institutional AI readiness — whether organizations can adopt AI responsibly — is analyzed in institutional-change-framework-ai, universities-ai-era-rethinking, ai-governance-education, and institutional-change (tag): readiness spans infrastructure, governance, skills, and change management (faculty-development, policy-maker).