What factors are contributing to the sudden 30% increase in claim denials for Hippo Insurance's flood coverage policies in coastal regions this month?

Introduction

The sudden 30% increase in claim denials for Hippo Insurance's flood coverage policies in coastal regions this month is a critical issue that demands immediate attention. This analysis will systematically identify, validate, and address the root cause while considering both short-term and long-term implications for our product and customers.

I'll approach this problem by first clarifying key details, ruling out external factors, and then diving deep into our product, metrics, and potential internal causes. My goal is to pinpoint the root cause and develop a comprehensive plan to resolve the issue and prevent future occurrences.

Step 1

Clarifying Questions (3 minutes)

• Given the sudden spike, I'm wondering about recent changes. Have there been any updates to our underwriting algorithms or policy terms in the past month?

Why it matters: Recent changes could directly impact claim approvals. Expected answer: Yes, we updated our risk assessment model. Impact on approach: If confirmed, I'd focus on validating the new model's accuracy.

• Considering the coastal focus, I'm curious about weather patterns. Have there been any unusual weather events in these regions recently?

Why it matters: Extreme weather could explain increased claims and denials. Expected answer: No significant weather anomalies reported. Impact on approach: If true, we'd need to look more closely at internal factors.

• Thinking about our customer base, has there been a shift in the demographics of our policyholders in coastal areas?

Why it matters: Changes in customer profile could affect claim patterns. Expected answer: No significant demographic shifts noted. Impact on approach: If confirmed, we'd focus on policy terms and claim processing.

• Regarding our systems, have there been any recent updates to our claim processing software or procedures?

Why it matters: Technical issues could lead to erroneous denials. Expected answer: A minor update was rolled out two weeks ago. Impact on approach: If true, we'd prioritize investigating potential software bugs.