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Product Management Root Cause Analysis Question: Investigating sudden decrease in N26 money transfer transactions

Asked at N26

12 mins

What caused the sudden 25% decrease in money transfer transactions between N26 accounts yesterday?

Data Analysis Problem Solving Technical Understanding Digital Banking Financial Technology Mobile Payments
Root Cause Analysis User Behavior FinTech Transaction Monitoring System Updates

Introduction

The sudden 25% decrease in money transfer transactions between N26 accounts yesterday is a critical issue that demands immediate attention. As we dive into this analysis, we'll systematically explore potential causes, gather relevant data, and develop a strategic plan to address the root of the problem.

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 this could be a technical glitch. Has there been any recent system update or maintenance that coincided with this drop?

Why it matters: Technical issues often cause sudden drops in transaction volume. Expected answer: Yes, there was a system update the night before. Impact on approach: If confirmed, we'd focus on technical root causes first.

  • Considering user behavior, I'm curious about the distribution of this decrease. Was it uniform across all user segments or concentrated in specific groups?

Why it matters: Helps distinguish between technical issues and user-related factors. Expected answer: The decrease was more pronounced among power users. Impact on approach: If true, we'd investigate factors affecting high-volume users specifically.

  • Thinking about external factors, have there been any significant economic news or events that might have influenced user behavior?

Why it matters: External events can sometimes explain sudden changes in financial activity. Expected answer: No major economic events reported. Impact on approach: If confirmed, we'd focus more on internal factors.

  • Regarding system monitoring, are we confident in the accuracy of our transaction tracking system? Has there been any change in how we measure or report these transactions?

Why it matters: Ensures we're not dealing with a data anomaly rather than an actual decrease. Expected answer: No changes in measurement systems. Impact on approach: If confirmed, we can trust the reported decrease is real.

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