In ICICI Bank's personal loan products, should we focus on faster approval times or more thorough risk assessment?

Introduction

The trade-off between faster approval times and more thorough risk assessment for ICICI Bank's personal loan products presents a critical decision point. This scenario involves balancing customer satisfaction and operational efficiency against financial risk management. I'll analyze this trade-off by examining key business factors, user impact, technical considerations, and potential outcomes.

Step 1

Clarifying Questions (3 minutes)

• Context: I'm assuming this is for the existing personal loan product. Could you confirm if we're looking at revamping the current offering or launching a new product line?

Why it matters: Impacts the scope of changes and potential risks involved. Expected answer: Revamping existing product. Impact on approach: Focus on incremental improvements rather than a complete overhaul.

• Business Context: Based on the competitive landscape, I'm thinking faster approvals might be a key differentiator. How does our current approval time compare to major competitors?

Why it matters: Helps assess the urgency and potential competitive advantage. Expected answer: We're slightly behind the market average. Impact on approach: Prioritize speed improvements if significantly behind competitors.

• User Impact: Considering customer feedback, I'm guessing approval time is a pain point. What percentage of loan applicants cite approval time as a major concern?

Why it matters: Validates the importance of speed from the user perspective. Expected answer: Around 30-40% of applicants mention it. Impact on approach: If higher, it strengthens the case for faster approvals.

• Technical: Given the need for risk assessment, I'm assuming we have an automated system in place. What's our current level of automation in the loan approval process?

Why it matters: Determines the feasibility of speeding up approvals without compromising risk assessment. Expected answer: 70% automated with some manual reviews. Impact on approach: Higher automation allows for more focus on refining algorithms rather than process overhaul.

• Resource: Thinking about implementation, I'm curious about our data science team's capacity. Do we have dedicated resources for refining our risk assessment models?

Why it matters: Affects our ability to improve risk assessment while maintaining or improving speed. Expected answer: Small team with competing priorities. Impact on approach: May need to consider outsourcing or reprioritizing internal resources.