Why has Lendingkart's business loan approval rate dropped by 15% over the past month?

Introduction

Lendingkart's 15% drop in business loan approval rate over the past month is a critical issue that demands immediate attention. This decline could significantly impact the company's revenue, customer satisfaction, and market position. I'll approach this problem systematically, focusing on identifying the root cause, validating hypotheses, and developing both short-term and long-term solutions.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be a recent change in the loan approval process. Has there been any modification to the approval criteria or algorithm in the last 1-2 months?

Why it matters: Changes in approval criteria could directly impact approval rates. Expected answer: Yes, there was a recent update to the risk assessment model. Impact on approach: If confirmed, we'd focus on analyzing the new model's performance.

• Considering potential data issues, I'm curious about the consistency of our metrics. Has there been any change in how we're measuring or reporting loan approval rates?

Why it matters: Ensures we're comparing apples to apples in our analysis. Expected answer: No changes in measurement or reporting methods. Impact on approach: If there were changes, we'd need to recalibrate our baseline metrics.

• Given the economic climate, I'm wondering about external factors. Have we seen any significant changes in the overall market demand for business loans in the past month?

Why it matters: External market forces could be driving the decline. Expected answer: Market demand has remained relatively stable. Impact on approach: If demand has changed, we'd need to factor this into our analysis and solutions.

• Thinking about our user segments, I'm curious if this decline is uniform across all borrower types. Do we see any particular segment (e.g., industry, loan size) more affected than others?

Why it matters: Helps identify if the issue is global or specific to certain user groups. Expected answer: The decline is more pronounced in small businesses seeking loans under $50,000. Impact on approach: If confirmed, we'd focus our investigation on this specific segment and related approval criteria.