Introduction
For Caliber Home Loans's VA loan program, we're faced with a critical trade-off: should we focus on expanding eligibility criteria or improving loan terms for existing qualified borrowers? This decision will significantly impact our market reach, customer satisfaction, and overall business performance. I'll analyze this trade-off by examining key metrics, designing experiments, and providing a data-driven recommendation.
Analysis Approach
I'll start by asking clarifying questions, then identify the trade-off type, understand the product, form a hypothesis, define metrics, design an experiment, plan data analysis, create a decision framework, and finally provide a recommendation with next steps.
Step 1
Clarifying Questions (3 minutes)
Why it matters: Helps understand the urgency and potential impact of changes Expected answer: VA loans are growing but at a slower rate than other products Impact on approach: Would influence whether to focus on expansion or optimization
Why it matters: Aligns our strategy with overall business objectives Expected answer: We have a 10% market share, aiming for 15% in the next year Impact on approach: Would guide the aggressiveness of our expansion strategy
Why it matters: Indicates whether to prioritize improving terms for existing customers Expected answer: Slightly below industry average due to lengthy approval processes Impact on approach: Might lean towards improving terms if satisfaction is low
Why it matters: Determines feasibility and timeline of implementing changes Expected answer: Moderate flexibility, but major changes require significant dev time Impact on approach: Could influence which option is more viable in the short term
Why it matters: Helps determine the scale and timeline of potential changes Expected answer: Limited additional resources, must prioritize high-impact changes Impact on approach: Might favor focused improvements over broad expansion
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