AI Readiness Level 2 – Emerging

Early governance patterns established; pilot projects delivering value.

Common Challenges

Scaling blocked by inconsistent tooling and model delivery process.

Enablement Strategy

Standardized evaluation templates, model registry adoption, prompt management guidelines.

Outcomes

• Reduced duplication
• Faster pilot iteration
• Improved reproducibility

KPIs

• Reproducibility Rate
• Pilot Cycle Time
• Governed Prompt %