Why has customer engagement with Sphera's Operational Risk Management dashboard declined by 20% since the latest update two weeks ago?

Introduction

The recent 20% decline in customer engagement with Sphera's Operational Risk Management dashboard 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 the product and its users.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be a correlation between the latest update and the engagement drop. Could you provide more details about the changes implemented in the latest update?

Why it matters: Understanding the specific changes helps pinpoint potential causes. Expected answer: A list of feature updates or UI changes. Impact on approach: Directs focus to specific areas of the product that may have caused friction.

• I'm curious about the user segments affected. Has the engagement decline been uniform across all user types, or are certain segments more impacted?

Why it matters: Identifies whether the issue is universal or specific to certain user groups. Expected answer: Breakdown of engagement decline by user segments. Impact on approach: Helps tailor solutions to specific user needs if the impact is not uniform.

• Considering the importance of data accuracy, has there been any change in how engagement is measured or in the systems tracking this metric?

Why it matters: Ensures the observed decline is not due to measurement errors. Expected answer: Confirmation of consistent measurement methods. Impact on approach: If measurement has changed, it would shift focus to data validation before further analysis.

• Given the nature of operational risk management, I'm wondering if there have been any significant external events or regulatory changes that might have influenced user behavior?

Why it matters: External factors could explain changes in user engagement patterns. Expected answer: Information on relevant industry events or regulatory updates. Impact on approach: Would necessitate considering external factors in the root cause analysis.