What factors are contributing to the unexpected 30% rise in customer support tickets for Juniper Networks's Mist AI platform in the last month?

Introduction

The unexpected 30% rise in customer support tickets for Juniper Networks's Mist AI platform in the last month is a critical issue that demands immediate attention. This surge could indicate underlying problems affecting user experience, product performance, or both. I'll approach this analysis systematically, focusing on identifying potential root causes, validating hypotheses, and developing both short-term and long-term solutions.

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 or feature release in the Mist AI platform in the past 1-2 months?

Why it matters: Recent changes often correlate with support ticket increases. Expected answer: Yes, a major update was released. Impact on approach: If yes, we'd focus on the new features and potential bugs.

• Considering user segments, I'm curious about the distribution of these tickets. Are we seeing an increase across all customer types, or is it concentrated in specific segments?

Why it matters: Helps identify if the issue is widespread or segment-specific. Expected answer: The increase is primarily in enterprise customers. Impact on approach: If segment-specific, we'd tailor our investigation and solutions accordingly.

• Thinking about the nature of support tickets, has there been a shift in the types of issues reported compared to previous months?

Why it matters: Changes in issue types can point to specific problem areas. Expected answer: There's been an increase in performance-related tickets. Impact on approach: We'd focus our investigation on system performance and scalability.

• Considering external factors, have there been any significant changes in network infrastructure or cloud services that Mist AI relies on?

Why it matters: External dependencies can impact platform performance. Expected answer: No major changes reported by infrastructure providers. Impact on approach: If no, we'd focus more on internal factors and product-specific issues.