What factors are contributing to the recent 30% increase in customer support tickets related to Galvanize's ACL Analytics software?

Introduction

The recent 30% increase in customer support tickets related to Galvanize's ACL Analytics software is a concerning trend that requires immediate attention and a thorough root cause analysis. To address this issue, I'll employ a systematic approach to identify, validate, and resolve the underlying factors contributing to this surge in support requests. My analysis will cover multiple aspects of the product ecosystem, user experience, and potential external influences.

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 release or change to ACL Analytics in the past month?

Why it matters: Recent changes often correlate with support ticket increases. Expected answer: Yes, a major update was released three weeks ago. Impact on approach: If confirmed, I'd focus on analyzing the changes in that update.

• Considering user segments, I'm wondering if this increase is uniform across all user types. Are we seeing a disproportionate increase from any particular user segment (e.g., new users, enterprise clients)?

Why it matters: Helps identify if the issue is more prevalent in specific user groups. Expected answer: Enterprise clients are reporting more issues than other segments. Impact on approach: I'd prioritize investigating enterprise-specific features or workflows.

• Given the nature of ACL Analytics, I'm curious about any changes in data sources or integrations. Have there been any modifications to supported data formats or third-party integrations recently?

Why it matters: Data compatibility issues could lead to increased support requests. Expected answer: No significant changes to data sources or integrations. Impact on approach: I'd shift focus to other potential causes if this is ruled out.

• Thinking about external factors, has there been any change in the competitive landscape or industry regulations that might be driving users to interact with the software differently?

Why it matters: External pressures can change user behavior and expectations. Expected answer: New industry regulations have been introduced recently. Impact on approach: I'd investigate how these regulations might be affecting user workflows.