Why has Ping Identity's PingFederate seen a 15% drop in active user sessions over the past month?

Introduction

PingFederate's 15% drop in active user sessions over the past month is a concerning trend that requires immediate attention. As we delve into this issue, we'll employ a systematic approach to identify, validate, and address the root cause while considering both short-term fixes and long-term strategic implications.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be a seasonal component. Has this drop coincided with any particular time of year or event?

Why it matters: Seasonal patterns could explain temporary fluctuations. Expected answer: No significant seasonal correlation. Impact on approach: If seasonal, we'd focus on historical patterns; if not, we'd investigate recent changes.

• Considering user segments, I'm curious if this drop is uniform across all user types. Have you noticed any particular user segments more affected than others?

Why it matters: Identifies whether the issue is global or specific to certain users. Expected answer: Enterprise users more affected than small businesses. Impact on approach: Targeted investigation on enterprise-specific features or integrations.

• Thinking about recent changes, have there been any significant updates to PingFederate or related systems in the past 1-2 months?

Why it matters: Recent changes often correlate with performance issues. Expected answer: A minor security patch was applied. Impact on approach: Investigate potential unintended consequences of the security update.

• Regarding the metric itself, has there been any change in how active user sessions are measured or reported?

Why it matters: Ensures we're comparing apples to apples. Expected answer: No changes in measurement methodology. Impact on approach: If changed, we'd need to recalibrate our analysis based on the new methodology.