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Product Management Root Cause Analysis Question: Investigating sudden increase in failed transactions for a payment platform in APAC
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Nextsprints

Updated Jan 22, 2025

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What factors are causing the sudden increase in failed transactions for Currencycloud's Spark payment platform in the APAC region this quarter?

Data Analysis Problem Solving Technical Understanding Fintech Banking International Money Transfer
Fintech Performance Optimization Root Cause Analysis Payment Systems APAC Markets

Introduction

The sudden increase in failed transactions for Currencycloud's Spark payment platform in the APAC region this quarter is a critical issue that demands immediate attention. To address this problem 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)

  • Looking at the regional focus, I'm wondering if there have been any recent regulatory changes in APAC. Have any new financial regulations been introduced in key APAC markets recently?

Why it matters: Regulatory changes could directly impact transaction processing. Expected answer: No major regulatory changes. Impact on approach: If yes, we'd need to investigate compliance issues.

  • Considering the sudden nature of the increase, I'm curious about any recent system updates. Has there been any significant software deployment or infrastructure change in the last month?

Why it matters: Recent changes often correlate with performance issues. Expected answer: A minor update was deployed two weeks ago. Impact on approach: If yes, we'd prioritize investigating that update.

  • Thinking about user behavior, I'm wondering if there's been a shift in transaction patterns. Have you noticed any changes in the types or volumes of transactions being processed?

Why it matters: User behavior changes could strain the system in unexpected ways. Expected answer: Transaction volumes have been steadily increasing. Impact on approach: If yes, we'd need to analyze system scalability.

  • Considering external factors, I'm curious about any changes in partner integrations. Have there been any updates or issues reported with key banking partners in the APAC region?

Why it matters: Partner integration issues could directly cause transaction failures. Expected answer: No reported issues with banking partners. Impact on approach: If yes, we'd need to collaborate with partners to resolve issues.

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