How can we explain the sudden 25% drop in customer satisfaction scores for Drivenets's Network Cloud orchestration platform over the last month?

Introduction

The sudden 25% drop in customer satisfaction scores for Drivenets's Network Cloud orchestration platform over the last month is a critical issue that demands immediate attention. This analysis will systematically identify, validate, and address the root cause while considering both short-term and long-term implications for the product and business.

I'll approach this problem by first clarifying key details, ruling out external factors, and then diving deep into product understanding, metric breakdown, and data analysis. From there, I'll form hypotheses, conduct root cause analysis, and propose validation methods and next steps.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might have been a recent product update. Has there been any significant change to the Network Cloud orchestration platform in the past 1-2 months?

Why it matters: Recent changes often correlate with satisfaction drops. Expected answer: Yes, a major update was released. Impact on approach: If yes, we'll focus on change-related issues; if no, we'll look at other factors.

• Considering the scale of the drop, I'm wondering about the sample size. Has there been any change in how we collect or measure customer satisfaction data?

Why it matters: Ensures the metric itself is reliable. Expected answer: No changes in measurement. Impact on approach: If changed, we'd need to investigate the measurement process first.

• Given the nature of our product, I'm curious about any recent network performance issues. Have we seen any significant increase in network-related incidents or downtime?

Why it matters: Network performance directly impacts user satisfaction. Expected answer: Some increase in reported issues. Impact on approach: If yes, we'll prioritize technical investigations; if no, we'll focus more on user experience factors.

• Thinking about our customer base, I'm wondering if this drop is uniform across all segments. Do we see any patterns in the satisfaction drop across different customer types or usage levels?

Why it matters: Helps identify if the issue is global or segment-specific. Expected answer: Varies by segment. Impact on approach: If varied, we'll dive into segment-specific analysis; if uniform, we'll look at platform-wide issues.