AI Readiness Level 4 – Strategic

AI integrated into core KPIs; governance & value realization loops mature.

Common Challenges

Expansion risk of misaligned investments across portfolios.

Enablement Strategy

Portfolio prioritization engine, ROI tracking dashboards, continuous improvement cycles.

Outcomes

• Optimized investment allocation
• Predictable AI ROI
• Cross-domain reuse

KPIs

• Portfolio ROI %
• Reuse Ratio
• Value Realization Lead Time