In what ways can Simpl improve its credit assessment process to expand access while maintaining responsible lending practices?

Introduction

Improving Simpl's credit assessment process to expand access while maintaining responsible lending practices is a critical challenge that balances growth with risk management. This task requires a deep understanding of our current process, user needs, and market dynamics. I'll approach this by examining our user segments, analyzing pain points, generating solutions, and proposing metrics to measure success.

Step 1

Clarifying Questions (5 mins)

• Looking at the product context, I'm thinking Simpl might be targeting young professionals or gig economy workers. Could you help me understand who our primary user base is and what their typical credit needs are?

Why it matters: Determines the risk profile and credit assessment criteria we should focus on. Expected answer: Primarily young urban professionals aged 25-35 with irregular income patterns. Impact on approach: Would tailor credit assessment to accommodate income volatility while ensuring responsible lending.

• Considering the current market landscape, I'm curious about our position relative to traditional banks and other fintech players. Where does Simpl stand in terms of market share and what sets us apart from competitors?

Why it matters: Helps identify our unique value proposition and areas for improvement. Expected answer: Mid-tier player with faster approval times but stricter lending criteria than some competitors. Impact on approach: Would focus on maintaining our speed advantage while expanding credit access responsibly.

• Given the focus on expanding access, I'm wondering about our current approval rates and the main reasons for rejections. Can you share some insights on these metrics and any patterns we've observed?

Why it matters: Identifies the key areas where we can improve our credit assessment process. Expected answer: 60% approval rate, with main rejection reasons being insufficient credit history and income instability. Impact on approach: Would prioritize alternative data sources and more flexible assessment models to address these issues.

• Thinking about responsible lending, I'm interested in our current default rates and how they compare to industry standards. Could you provide some context on our performance in this area?

Why it matters: Helps balance the goal of expanding access with maintaining financial stability. Expected answer: Default rates slightly below industry average at 3%, but concerned about potential increase with expansion. Impact on approach: Would focus on enhancing risk prediction models and implementing safeguards to maintain low default rates while expanding access.