What caused the sudden spike in customer support tickets related to Workstream's onboarding automation feature last week?

Introduction

The sudden spike in customer support tickets related to Workstream's onboarding automation feature last week is a critical issue that demands immediate attention. This analysis will systematically identify, validate, and address the root cause while considering both short-term fixes and long-term implications for our product strategy.

I'll approach this problem by first clarifying the context, then ruling out external factors before diving deep into our product ecosystem. We'll break down the relevant metrics, gather and prioritize data, form hypotheses, and conduct a thorough root cause analysis. Finally, we'll develop a comprehensive plan to validate our findings and implement solutions.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might have been a recent update to the onboarding automation feature. Has there been any deployment or change in the past week?

Why it matters: Recent changes often correlate with sudden spikes in support tickets. Expected answer: Yes, there was a minor update. Impact on approach: If confirmed, we'd focus on the changes made in that update.

• I'm curious about the nature of these support tickets. Are they clustered around a specific step in the onboarding process or spread across various touchpoints?

Why it matters: This helps pinpoint whether the issue is localized or systemic. Expected answer: Tickets are primarily related to the user profile creation step. Impact on approach: We'd concentrate our investigation on that specific step.

• Considering user segments, I'm wondering if this spike is affecting all user types equally. Can we break down the ticket volume by user segments like company size or industry?

Why it matters: Segmentation can reveal if the issue is more prevalent in certain user groups. Expected answer: Small businesses are disproportionately affected. Impact on approach: We'd tailor our solution to address the needs of small business users.

• Given the sudden nature of the spike, I'm thinking about potential external factors. Have there been any significant changes in our marketing campaigns or user acquisition channels recently?

Why it matters: External changes can sometimes lead to misaligned user expectations. Expected answer: No major changes in marketing or acquisition strategies. Impact on approach: We'd focus more on internal factors rather than external influences.