Introduction
The recent 20% decline in user engagement with Palo Alto Networks's Cortex XSOAR playbooks among enterprise customers is a critical issue that demands immediate attention. As we delve into this problem, we'll employ a systematic approach to identify, validate, and address the root cause, considering both short-term fixes and long-term strategic implications.
Our analysis will follow a structured framework, beginning with clarifying questions to establish context, followed by a thorough examination of external factors, product understanding, metric breakdown, and hypothesis formation. We'll then conduct a root cause analysis, propose validation methods, and outline a comprehensive resolution plan.
Framework overview
This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.
Step 1
Clarifying Questions (3 minutes)
Why it matters: Recent changes could directly impact user engagement. Expected answer: Yes, there was a major update. Impact on approach: If yes, we'd focus on the update's features and potential issues.
Why it matters: Ensures we're comparing apples to apples in our metrics. Expected answer: No change in measurement methods. Impact on approach: If changed, we'd need to reassess our baseline metrics.
Why it matters: Different industries or new customers might have different usage patterns. Expected answer: No major changes in customer composition. Impact on approach: If yes, we'd analyze engagement patterns by customer segment.
Why it matters: External competitive factors could influence customer behavior. Expected answer: No significant competitive changes. Impact on approach: If yes, we'd need to assess our product positioning and value proposition.
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