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Product Management Root Cause Analysis Question: Investigating M-Pesa bank transfer failures in Nairobi

Asked at M-Pesa

12 mins

What's causing the sudden increase in failed M-Pesa to bank transfers in the Nairobi region?

Problem-Solving Data Analysis Technical Understanding Fintech Telecommunications Banking
Fintech Root Cause Analysis Troubleshooting Mobile Payments Infrastructure

Introduction

The sudden increase in failed M-Pesa to bank transfers in the Nairobi region is a critical issue that demands immediate attention. This problem directly impacts user experience, financial transactions, and the overall reliability of our mobile money service. To address this effectively, I'll employ a systematic approach to identify, validate, and resolve 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)

  • Given the localized nature, I'm wondering about infrastructure changes. Has there been any recent network upgrades or maintenance in Nairobi?

Why it matters: Infrastructure changes could directly impact transaction processing. Expected answer: Recent 4G network expansion in parts of Nairobi. Impact on approach: Would focus on network-related issues if confirmed.

  • Considering user behavior, have we seen any unusual patterns in transaction volumes or times?

Why it matters: Unusual patterns might indicate changes in user behavior or external factors. Expected answer: Spike in transaction attempts during evening hours. Impact on approach: Would investigate potential capacity issues during peak times.

  • Thinking about system changes, were any updates deployed to the M-Pesa platform recently?

Why it matters: Recent updates could introduce bugs or compatibility issues. Expected answer: Minor security patch applied last week. Impact on approach: Would scrutinize the patch and its potential side effects.

  • Regarding bank partnerships, have there been any changes in our integration with partner banks?

Why it matters: Changes in bank systems could affect transfer success rates. Expected answer: No recent changes reported by partner banks. Impact on approach: Would shift focus to internal systems and processes.

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