Introduction
Judo Bank's 15% drop in business lending approval rate over the past quarter is a concerning trend that requires immediate attention. As we delve into this issue, we'll employ a systematic approach to identify, validate, and address the root cause while considering both short-term fixes and long-term strategic implications.
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 fluctuations could explain the change without indicating a deeper problem. Expected answer: Yes, it has been compared, and the drop is still significant. Impact on approach: If seasonal, we'd focus on improving off-season performance; if not, we'd look deeper into internal factors.
Why it matters: Regulatory changes could force stricter approval criteria, leading to lower approval rates. Expected answer: No major regulatory changes in the past quarter. Impact on approach: If regulatory, we'd need to adapt our processes; if not, we'd focus on internal factors.
Why it matters: Changes in risk models could directly impact approval rates. Expected answer: Some minor tweaks were made, but nothing major. Impact on approach: If model changes are significant, we'd review and possibly revert them; if not, we'd look at other internal processes.
Why it matters: Changes in applicant profiles could affect approval rates if our criteria aren't aligned. Expected answer: There's been a slight increase in applications from higher-risk industries. Impact on approach: If applicant profiles have changed, we might need to adjust our criteria or target marketing efforts.
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