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Product Management Root Cause Analysis Question: Investigating sudden increase in SoFi Money account access issues

Asked at SoFi

15 mins

What's causing the sudden increase in customer support tickets related to SoFi Money account access issues?

Problem Solving Data Analysis Technical Understanding Fintech Banking Digital Payments
User Experience Fintech Root Cause Analysis Authentication Customer Support

Introduction

The sudden increase in customer support tickets related to SoFi Money account access issues is a critical problem that demands immediate attention. This surge in support requests not only impacts customer satisfaction but also puts strain on our support team and potentially affects our brand reputation. To address this issue effectively, I'll employ a systematic approach to identify the root cause, validate our hypotheses, and develop both short-term and long-term solutions.

My analysis will follow a structured framework, beginning with clarifying questions to gather essential context, followed by a thorough examination of potential external factors. We'll then dive deep into the product itself, break down the relevant metrics, gather and prioritize data, form hypotheses, and conduct a root cause analysis. Finally, we'll develop a validation plan and outline next steps to resolve the issue and prevent future occurrences.

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 system. Has there been any recent update to the SoFi Money platform or related systems?

Why it matters: Recent changes often correlate with sudden increases in issues. Expected answer: Yes, there was a recent update to the authentication system. Impact on approach: If confirmed, we'd focus on the update as a primary suspect.

  • Considering user segments, I'm wondering if this is affecting all users equally. Are we seeing this issue across all user demographics, or is it concentrated in specific groups?

Why it matters: Helps narrow down if it's a universal problem or specific to certain user types. Expected answer: The issue seems to be more prevalent among users who've had accounts for over a year. Impact on approach: If true, we'd investigate factors specific to long-term users.

  • Thinking about the nature of the access issues, I'm curious about the specific error messages or problems users are reporting. What are the most common complaints in these support tickets?

Why it matters: Different types of access issues could point to different root causes. Expected answer: Users are reporting being locked out of their accounts after multiple login attempts. Impact on approach: This would lead us to focus on the account lockout mechanism and authentication process.

  • Considering potential external factors, I'm wondering about any recent regulatory changes or security threats. Have there been any new compliance requirements or security incidents that might have triggered changes in our access protocols?

Why it matters: External factors could explain sudden changes in system behavior. Expected answer: No recent regulatory changes, but there was a minor security incident last month. Impact on approach: If confirmed, we'd investigate any security measures implemented in response to the incident.

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