Introduction
Improving Lending Club's loan application process to reduce approval times for borrowers is a critical challenge that can significantly impact user satisfaction and business growth. I'll approach this problem by analyzing user segments, identifying pain points, generating solutions, and proposing metrics to measure success. Let's dive in.
Step 1
Clarifying Questions (5 mins)
Why it matters: Determines if we're optimizing for competitive advantage or addressing internal inefficiencies. Expected answer: Moderate market pressure with new entrants offering faster approvals. Impact on approach: Would focus on both process optimization and user experience enhancements.
Why it matters: Helps quantify the problem and set realistic improvement targets. Expected answer: Current average is 5-7 days, industry leaders are at 2-3 days. Impact on approach: Would aim for a 50% reduction in approval time as an initial goal.
Why it matters: Identifies key areas for improvement and potential quick wins. Expected answer: Document verification and credit assessment are the main bottlenecks. Impact on approach: Would prioritize solutions targeting these specific areas.
Why it matters: Ensures our solution supports the company's strategic goals. Expected answer: It's a top priority to improve customer acquisition and retention. Impact on approach: Would focus on solutions that not only speed up approvals but also enhance the overall user experience.
Let's take a quick minute to organize our thoughts before moving on to user segmentation.
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