Why has WeLab Holdings's WeLend personal loan application approval rate dropped by 15% over the past month?

Introduction

The recent 15% drop in WeLab Holdings's WeLend personal loan application approval rate is a critical issue that demands immediate attention. This decline could significantly impact customer satisfaction, revenue, and market position. I'll approach this problem systematically, focusing on identifying the root cause, validating hypotheses, and developing both short-term and long-term solutions.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be a recent change in our credit scoring model. Has there been any update to our risk assessment algorithms in the past month?

Why it matters: Changes in credit scoring could directly impact approval rates. Expected answer: Yes, a minor update was implemented. Impact on approach: If confirmed, we'd focus on analyzing the new model's performance.

• Considering market conditions, I'm curious about any shifts in our target demographic. Have we seen any changes in the profile of loan applicants over the last month?

Why it matters: Changes in applicant demographics could affect overall approval rates. Expected answer: No significant changes noted. Impact on approach: If unchanged, we'd look more closely at internal factors.

• Given the scale of the drop, I'm wondering about our competitors' activities. Have there been any notable changes in competitor offerings or marketing strategies recently?

Why it matters: Competitive pressures could be driving higher-quality applicants elsewhere. Expected answer: One competitor launched an aggressive marketing campaign. Impact on approach: This would prompt us to analyze our market positioning and value proposition.

• Thinking about operational aspects, I'm concerned about potential issues in our application processing system. Have there been any reported technical glitches or downtime in our loan processing pipeline?

Why it matters: Technical issues could be causing artificial declines or incomplete applications. Expected answer: No major issues reported, but some minor glitches occurred. Impact on approach: We'd need to investigate these glitches and their potential impact on approval rates.