| MBA Knowledge | AI Governance Application |
| Business Strategy | Aligning AI initiatives with business goals |
| Risk Management | Identifying AI-related risks |
| Operations | Creating governance processes |
| Finance | Evaluating AI investment and risk |
| Marketing | Managing responsible customer-data use |
| HR | Reviewing AI use in recruitment |
| Business Analytics | Understanding data-driven decisions |
| Management | Coordinating multiple stakeholders |
| Stage | What to Learn | Practical Outcome |
| Step 1 | AI fundamentals | Understand modern AI |
| Step 2 | AI risks | Identify common risks |
| Step 3 | Responsible AI | Understand ethical principles |
| Step 4 | Governance | Learn policies and controls |
| Step 5 | Data & BI | Build reporting skills |
| Step 6 | Frameworks | Understand governance standards |
| Step 7 | Projects | Create a portfolio |
| Step 8 | Job preparation | Apply for relevant roles |