Introduction
The decline in New American Funding's VA loan approval rate from 85% to 70% over the past six months is a significant issue that requires thorough investigation. This analysis will systematically identify, validate, and address the root cause while considering both immediate and long-term implications for the company's VA loan product.
This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.
Step 1
Clarifying Questions (3 minutes)
Why it matters: Seasonal patterns could explain the change and inform our solution approach. Expected answer: No significant seasonal patterns observed in previous years. Impact on approach: If seasonal, we'd focus on adapting to cyclical changes; if not, we'd investigate other factors.
Why it matters: Policy changes could directly impact approval rates. Expected answer: No major changes to VA loan policies in the last year. Impact on approach: If policies have changed, we'd focus on adapting our processes; if not, we'd look at internal factors.
Why it matters: Changes in applicant profiles or market conditions could affect approval rates. Expected answer: Some increase in property values, but applicant profiles remain consistent. Impact on approach: If market shifts are significant, we'd need to adjust our risk assessment models.
Why it matters: New systems could introduce unintended biases or errors affecting approval rates. Expected answer: A new automated underwriting system was implemented four months ago. Impact on approach: If a new system is involved, we'd focus on validating its performance and accuracy.
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