What factors are contributing to the 20% increase in customer support tickets related to aPriori Technologies's Design for Manufacturability (DFM) feature in the last month?

Introduction

The recent 20% increase in customer support tickets related to aPriori Technologies's Design for Manufacturability (DFM) feature is a concerning trend that requires immediate attention. To address this issue, I'll employ a systematic approach to identify, validate, and resolve 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 have been a recent update to the DFM feature. Has there been any significant change or update to the DFM feature in the last 1-2 months?

Why it matters: Recent changes often correlate with increased support tickets. Expected answer: Yes, there was an update to improve accuracy. Impact on approach: If yes, we'd focus on the update's impact; if no, we'd look at other factors.

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

Why it matters: Helps identify if the issue is universal or segment-specific. Expected answer: Increase is primarily from new users. Impact on approach: If segment-specific, we'd tailor our solution to that group; if universal, we'd look at broader system issues.

• Thinking about the nature of the tickets, I'm wondering about the specific issues being reported. What are the top 3 most common complaints or issues mentioned in these tickets?

Why it matters: Identifies patterns in the reported problems. Expected answer: Confusion about new UI, unexpected results, slow performance. Impact on approach: Would guide our focus on UI improvements, algorithm adjustments, or performance optimization.

• Considering external factors, I'm curious about any changes in our user base. Has there been a significant influx of new users or change in user demographics in the past month?

Why it matters: New users often generate more support tickets as they learn the system. Expected answer: 15% increase in new user signups. Impact on approach: If yes, we'd focus on onboarding and education; if no, we'd look more at product issues.