Introduction
The trade-off between simplifying Affirm's loan approval processes and maintaining stricter criteria presents a critical decision point for the company's growth and risk management strategies. This scenario touches on core aspects of Affirm's business model, user experience, and financial stability. I'll analyze this trade-off by examining the potential impacts on key stakeholders, evaluating metrics, and proposing an experimental approach to inform our decision.
Analysis Approach
I'll structure my analysis using a data-driven framework, considering both short-term gains and long-term sustainability. My goal is to provide a balanced recommendation that optimizes for user growth while managing financial risk.
Step 1
Clarifying Questions (3 minutes)
Why it matters: Helps contextualize the urgency of growth vs. risk management Expected answer: Increased competition, pressure to grow market share Impact on approach: May lean towards more aggressive growth strategies if market position is threatened
Why it matters: Informs targeted approach to simplification vs. strictness Expected answer: Multiple segments with different risk profiles Impact on approach: Could lead to a hybrid strategy, simplifying for low-risk segments while maintaining strictness for high-risk ones
Why it matters: Determines feasibility and potential efficiency gains of simplification Expected answer: Partially automated with room for improvement Impact on approach: Could influence the degree of simplification possible
Why it matters: Aligns decision with key business objectives Expected answer: Specific targets for growth, revenue, and acceptable default rates Impact on approach: Would help balance the trade-off based on prioritized goals
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