Measuring Success

Track progress across multiple dimensions:

**Financial Performance**

• Portfolio yield and loss rates by product and segment
• Customer acquisition cost trends
• Return on equity and risk-adjusted returns

**Operational Excellence**

• Decision speed and approval rates
• Model accuracy and stability
• System uptime and processing capacity

**Strategic Positioning**

• Market share in target underserved segments
• Partnership ecosystem value and data access
• Regulatory compliance incidents and resolution time

**Impact Metrics**

• Borrowers served who would have been declined under traditional models
• Environmental impact of green finance portfolio
• Model fairness metrics across demographic groups