How can mPokket balance increasing the credit limit for existing customers versus maintaining low default rates?

Introduction

Balancing credit limit increases for existing customers while maintaining low default rates is a critical challenge for mPokket. This trade-off directly impacts our revenue growth, customer satisfaction, and risk management. I'll analyze this problem by examining user segments, financial implications, and potential strategies to optimize our approach.

Step 1

Clarifying Questions (3 minutes)

• Business Context: I'm thinking our revenue model is based on interest and fees from loans. Could you confirm if there are any other significant revenue streams we should consider?

Why it matters: Helps prioritize revenue growth vs. risk management Expected answer: Interest and fees are primary revenue sources Impact on approach: Would focus on strategies to increase loan volume safely

• User Impact: Based on our customer base, I assume we have different user segments with varying credit needs and risk profiles. Can you provide insights into our main user segments and their typical borrowing behaviors?

Why it matters: Allows for targeted strategies for different user groups Expected answer: Multiple segments with distinct risk profiles and borrowing patterns Impact on approach: Would tailor credit limit increases to specific user segments

• Technical Feasibility: I'm considering the complexity of our credit scoring system. How sophisticated is our current model in predicting default risk, and do we have real-time data integration capabilities?

Why it matters: Determines our ability to implement dynamic credit limit adjustments Expected answer: Moderately advanced system with some real-time capabilities Impact on approach: Would influence the complexity of proposed solutions

• Resource Constraints: Thinking about implementation, what's our current team capacity for developing and deploying new credit risk models or features?

Why it matters: Affects the scope and timeline of potential solutions Expected answer: Limited resources with competing priorities Impact on approach: Would need to prioritize high-impact, low-resource solutions

• Timeline Pressure: Given the competitive landscape, how urgent is this initiative? Are we looking at a specific timeline for implementation?

Why it matters: Helps balance short-term gains with long-term sustainability Expected answer: Moderate urgency, aiming for implementation within 3-6 months Impact on approach: Would focus on phased approach with quick wins and longer-term improvements