Introduction
The recent 15% drop in FICO® Score adoption rates among lenders is a concerning trend that requires immediate attention. To address this issue, I'll employ a systematic approach to identify, validate, and resolve the root cause while considering both short-term and long-term implications for FICO's product strategy.
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 drop without indicating a larger problem. Expected answer: Yes, this drop is unusual compared to historical data. Impact on approach: If seasonal, we'd focus on year-over-year trends rather than quarter-over-quarter.
Why it matters: Recent changes could directly impact adoption rates. Expected answer: No major changes to the core model, but there was a pricing adjustment. Impact on approach: If pricing-related, we'd analyze price elasticity and competitor pricing.
Why it matters: Identifying affected segments helps narrow down potential causes. Expected answer: The drop is more significant among smaller, regional lenders. Impact on approach: We'd focus on understanding the unique needs and challenges of this segment.
Why it matters: Regulatory changes can significantly impact lender behavior. Expected answer: There have been discussions about potential changes, but nothing implemented yet. Impact on approach: We'd need to assess how anticipation of regulatory changes might be affecting lender decisions.
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