Introduction
The trade-off we're examining today is whether Caliber Home Loans should prioritize faster loan approval times for FHA loans at the expense of potentially higher risk assessments. This scenario involves balancing speed and efficiency against risk management in the mortgage lending process. I'll analyze this trade-off by considering its impact on various stakeholders, evaluating key metrics, and proposing an experimental approach to inform our decision.
Analysis Approach
I'd like to start by asking a few clarifying questions to ensure we're aligned on the context and constraints of this situation. Then, I'll walk through my analysis framework, covering product understanding, trade-off evaluation, metrics, experimentation, and ultimately, a recommendation with next steps.
Step 1
Clarifying Questions (3 minutes)
Why it matters: Helps understand the urgency and potential impact on market share Expected answer: We're lagging behind competitors in approval times Impact on approach: Would emphasize the need for speed improvements while carefully managing risk
Why it matters: Determines the scale of potential impact on our business Expected answer: FHA loans make up 30-40% of our portfolio Impact on approach: Higher percentage would justify more aggressive changes
Why it matters: Indicates the direct impact of slow approvals on customer acquisition Expected answer: Yes, we're seeing increased abandonment for longer approval times Impact on approach: Would strengthen the case for faster approvals if abandonment is high
Why it matters: Identifies where we can make the most impactful changes Expected answer: Mix of manual underwriting steps and legacy system constraints Impact on approach: Would inform whether to focus on process optimization or technology upgrades
Why it matters: Determines the feasibility of potential solutions Expected answer: Limited resources available in the next quarter Impact on approach: Would necessitate a phased approach or prioritization of high-impact changes
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