| Traditional Finance Foundation | AI-Ready Finance Profile |
| Accounting knowledge | Accounting + AI-assisted analysis |
| Financial statements | Financial analysis + data interpretation |
| Excel | Advanced Excel + automation |
| Manual reporting | Automated reporting + dashboards |
| Business research | AI-assisted research + source checking |
| Forecasting | Financial modelling + AI support |
| Risk review | Pattern detection + human judgement |
| Presentation skills | Data storytelling + recommendations |
| Month | Main Focus | Practical Output |
| 1 | AI basics + prompting | Finance research exercises |
| 2 | Advanced Excel | Financial analysis workbook |
| 3 | Financial modelling | Forecasting model |
| 4 | Power BI + analytics | Finance dashboard |
| 5 | Automation + risk | Workflow or anomaly project |
| 6 | Portfolio + interviews | 3–5 completed projects |