11. Structural Summary
| Core driver | Financial sustainability |
| AI goal | Efficiency & margin optimisation |
| Primary KPI | ROI / cost reduction / revenue |
| Main risk | Over-automation & short-termism |
| Governance need | Strong boundaries & validation |
| Core driver | Financial sustainability |
| AI goal | Efficiency & margin optimisation |
| Primary KPI | ROI / cost reduction / revenue |
| Main risk | Over-automation & short-termism |
| Governance need | Strong boundaries & validation |