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Product Management Root Cause Analysis Question: Investigating N26's customer support response time increase

Asked at N26

12 mins

Why did N26's customer support response times increase by 30% for English-speaking users over the past week?

Data Analysis Problem Solving Process Optimization Fintech Digital Banking Customer Service
User Experience Fintech Performance Metrics Root Cause Analysis Customer Support

Introduction

N26's customer support response times increasing by 30% for English-speaking users over the past 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 strategic implications.

Framework overview

This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.

Step 1

Clarifying Questions (3 minutes)

  • Looking at the timing, I'm thinking there might be a recent change in the support system. Has there been any new software deployment or process change in the past two weeks?

Why it matters: Recent changes often correlate with performance shifts. Expected answer: Yes, a new ticketing system was implemented. Impact on approach: If confirmed, we'd focus on system-related issues.

  • Considering the specificity to English-speaking users, I wonder if there's been a change in staffing or routing. Have there been any changes to the English-speaking support team or how tickets are assigned?

Why it matters: Staff changes or routing issues could explain language-specific delays. Expected answer: No significant changes to staffing or routing. Impact on approach: If true, we'd look more closely at external factors or user behavior changes.

  • Given the 30% increase, I'm curious about the baseline. What was the average response time before this increase, and how does it compare to other language segments?

Why it matters: Understanding the scale helps prioritize the issue and compare across segments. Expected answer: Previously 2 hours, now 2.6 hours. Other languages stable at 2 hours. Impact on approach: This would help quantify the impact and focus our investigation on English-specific factors.

  • Thinking about potential external factors, has there been any significant product update or marketing campaign targeting English-speaking markets recently?

Why it matters: External events can drive sudden changes in user behavior or support volume. Expected answer: A new feature was launched in English-speaking markets last week. Impact on approach: If confirmed, we'd investigate the feature's impact on support needs.

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