A practical playbook for implementing AI across a company without chaos, resistance, or wasted investment. Covers AI literacy programs, use case prioritization frameworks, vendor evaluation criteria, pilot-to-production pathways, organizational change management, skills gap analysis, building internal AI champions, governance frameworks, ethical AI guidelines, and measuring adoption success.