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Company focus

ACI Worldwide

How did ACI Worldwide's Merchant Payments solution experience a sudden 20% increase in chargebacks for e-commerce transactions this week?

Prepared by NextSprints

15 mins
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Data Analysis Problem Solving Risk Management Financial Technology E-commerce Cybersecurity E-Commerce Root Cause Analysis Fraud Detection Risk Management Payments
Product Management Root Cause Analysis Question: Investigating sudden increase in e-commerce chargebacks for payment processor

Introduction

ACI Worldwide's Merchant Payments solution has experienced a sudden 20% increase in chargebacks for e-commerce transactions this week. This significant spike in chargebacks poses a critical challenge that requires immediate attention and a thorough root cause analysis. I'll approach this issue systematically, focusing on identifying potential causes, validating hypotheses, and developing both short-term and long-term solutions.

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 sudden nature of the increase, I'm wondering about recent system changes. Have there been any updates to the payment processing system or fraud detection algorithms in the past week?

Why it matters: Recent changes could directly impact chargeback rates. Expected answer: Yes, a minor update to the fraud detection system was implemented. Impact on approach: If confirmed, we'd focus on the update's specifics and potential unintended consequences.

  • Considering the scale of the increase, I'm curious about the affected merchant segments. Is this increase uniform across all merchant types, or are certain categories more impacted?

Why it matters: Helps identify if the issue is systemic or specific to certain merchant types. Expected answer: Larger increases observed in high-risk merchant categories. Impact on approach: Would lead to a deeper dive into those specific merchant categories and their transaction patterns.

  • Thinking about potential external factors, has there been any significant change in the volume or nature of transactions processed this week compared to previous weeks?

Why it matters: Unusual transaction patterns could indicate fraud attempts or market shifts. Expected answer: Transaction volume has remained stable, but there's been an increase in high-value purchases. Impact on approach: Would focus on analyzing the correlation between transaction value and chargeback likelihood.

  • Considering the possibility of a technical glitch, have there been any reported issues with transaction data transmission or integration with issuing banks?

Why it matters: Technical issues could lead to misclassification of legitimate transactions as fraudulent. Expected answer: No major technical issues reported, but some intermittent delays in data transmission. Impact on approach: Would investigate the impact of these delays on chargeback initiation and processing.

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Updated Jan 22, 2025