Introduction
The 30% drop in new loan applications for OakNorth's small business lending product this quarter is a significant issue that requires immediate attention. To address this problem, I'll employ a systematic approach to identify, validate, and resolve the root cause while considering both short-term and long-term implications for the product and business.
Framework overview
This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.
Step 1
Clarifying Questions (3 minutes)
Why it matters: Recent changes could directly impact application volume. Expected answer: Yes, we updated the credit check process. Impact on approach: If confirmed, we'd focus on analyzing the new process's impact.
Why it matters: External factors could be driving the decrease. Expected answer: Overall market demand has remained stable. Impact on approach: If true, we'd focus more on internal factors and competitive positioning.
Why it matters: Helps identify if the issue is global or segment-specific. Expected answer: The decline is more pronounced in the retail sector. Impact on approach: We'd investigate factors specifically affecting retail businesses.
Why it matters: Changes in marketing could directly impact application volume. Expected answer: Marketing budget was reduced by 20% this quarter. Impact on approach: We'd analyze the correlation between marketing spend and application volume.
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