Why has Clearco's revenue-based financing approval rate dropped by 15% over the last quarter?

Introduction

Clearco's revenue-based financing approval rate drop of 15% over the last quarter is a significant issue that requires immediate attention. This decline could have far-reaching implications for the company's financial health, customer satisfaction, and market position. To address this problem, I'll employ a systematic approach to identify, validate, and resolve the root cause while considering both short-term fixes and long-term strategic implications.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be seasonal factors at play. Has this 15% drop been compared to the same quarter last year?

Why it matters: Seasonal trends could explain the fluctuation and impact our solution approach. Expected answer: Yes, it has been compared, and the drop is still significant. Impact on approach: If seasonal, we'd focus on adjusting our models; if not, we'd look deeper into internal changes.

• Considering potential changes in our applicant pool, have we seen any shift in the types of businesses applying for financing?

Why it matters: Changes in applicant demographics could affect approval rates. Expected answer: There's been a slight increase in applications from newer businesses. Impact on approach: If confirmed, we'd need to reassess our risk assessment models for newer businesses.

• I'm curious about our internal processes. Have there been any recent changes to our approval algorithms or credit scoring models?

Why it matters: Internal changes could directly impact approval rates. Expected answer: A minor update was made to the risk assessment algorithm last month. Impact on approach: If confirmed, we'd prioritize reviewing and potentially rolling back these changes.

• Thinking about market conditions, has there been any significant change in the default rates of our existing portfolio?

Why it matters: Increased defaults could lead to more conservative lending practices. Expected answer: Default rates have increased slightly but not significantly. Impact on approach: If default rates are up, we'd need to balance risk management with maintaining approval rates.