How can we explain the sudden 40% spike in declined claims for At-Bay's technology errors and omissions coverage in the past two weeks?

Introduction

The sudden 40% spike in declined claims for At-Bay's technology errors and omissions coverage over the past two weeks 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 business.

To tackle this problem, I'll follow a structured approach that covers issue identification, hypothesis generation, validation, and solution development. My goal is to provide a comprehensive analysis that not only addresses the immediate concern but also strengthens our overall product strategy.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be a recent change in our underwriting algorithm. Has there been any update to our risk assessment models in the last month?

Why it matters: Changes in underwriting could directly impact claim decisions. Expected answer: Yes, there was a minor update two weeks ago. Impact on approach: If confirmed, we'd focus on the algorithm change as a primary factor.

• Considering the scale of the increase, I'm wondering about our client base. Have we onboarded any new, large clients with unique risk profiles recently?

Why it matters: New clients could skew our metrics if they have atypical claim patterns. Expected answer: We've added two large tech firms in the past month. Impact on approach: If true, we'd need to segment our data to isolate the impact of these new clients.

• Given the specificity to technology E&O, I'm curious about industry trends. Have there been any significant cybersecurity incidents reported in the tech sector recently?

Why it matters: External events could trigger a surge in claims across our client base. Expected answer: There was a major data breach affecting several tech companies three weeks ago. Impact on approach: This would shift our focus to external factors and our response protocols.

• Considering potential internal issues, I'm wondering about our claims processing system. Have there been any technical glitches or downtime in our claims management platform?

Why it matters: System issues could artificially inflate declined claims numbers. Expected answer: No significant issues reported, but we'll double-check. Impact on approach: If confirmed, we'd prioritize technical audits and system stability improvements.