Why has Origami Risk's claims management module seen a 15% drop in user engagement over the past month?

Introduction

The recent 15% drop in user engagement for Origami Risk's claims management module is a significant concern that requires immediate attention. As we analyze this product issue, we'll follow a systematic framework to identify, validate, and address the root cause while considering both immediate and long-term implications.

Our approach will involve a thorough examination of the problem, generation of data-driven hypotheses, and development of a comprehensive solution strategy. We'll begin by clarifying the context, then rule out external factors before diving deep into the product's user journey, metric breakdown, and potential internal causes.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be a recent product update. Has there been any significant change to the claims management module in the past 1-2 months?

Why it matters: Recent changes could directly impact user engagement. Expected answer: Yes, there was a UI refresh. Impact on approach: If yes, we'd focus on the changes and user feedback.

• Considering user segments, I'm curious about the distribution of the engagement drop. Is the 15% decrease uniform across all user types, or are certain segments more affected?

Why it matters: Helps identify if the issue is global or specific to certain users. Expected answer: The drop is more pronounced in occasional users. Impact on approach: If segmented, we'd tailor solutions to specific user groups.

• Regarding the engagement metric, I'm wondering about its components. Can you clarify how user engagement is specifically defined for this module?

Why it matters: Ensures we're addressing the correct aspects of user behavior. Expected answer: Engagement is measured by daily active users and time spent in the module. Impact on approach: Defines which specific behaviors we need to investigate and improve.

• Thinking about external factors, have there been any significant changes in the claims management industry or regulations that might affect how clients use our product?

Why it matters: External changes could explain the engagement drop. Expected answer: No major industry changes, but a competitor recently launched a new feature. Impact on approach: If yes, we'd need to consider market positioning and competitive analysis.