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Product Management Root Cause Analysis Question: Investigating sudden spike in failed trades on a mobile trading app
Image of author vinay

Vinay

Updated Nov 29, 2024

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What caused the sudden spike in failed trades on Stockbit's mobile app yesterday afternoon?

Problem Solving Data Analysis Technical Understanding FinTech Mobile Trading Financial Services
User Experience Root Cause Analysis Technical Troubleshooting Trading Platforms Mobile App Performance

Introduction

The sudden spike in failed trades on Stockbit's mobile app yesterday afternoon is a critical issue that demands immediate attention and thorough analysis. As we delve into this problem, we'll employ a systematic approach to identify, validate, and address the root cause while considering both short-term fixes and long-term strategic implications.

Our analysis will follow a structured framework, beginning with clarifying questions to establish context, followed by a comprehensive examination of potential causes, data analysis, and hypothesis formation. We'll then conduct a root cause analysis, propose validation methods, and outline a clear resolution plan.

Framework overview

This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.

Step 1

Clarifying Questions (3 minutes)

  • I'm noticing the issue is specific to the mobile app. Would you say this problem is isolated to mobile platforms or is it affecting web-based trading as well?

Why it matters: This helps us narrow down whether it's a platform-specific issue or a broader system problem. Expected answer: The issue is primarily affecting the mobile app. Impact on approach: If it's mobile-only, we'll focus on mobile-specific factors like app updates or device compatibility.

  • Given the sudden nature of the spike, I'm wondering about recent changes. Have there been any updates to the app or backend systems in the last 24-48 hours?

Why it matters: Recent changes are often culprits in sudden performance issues. Expected answer: There was a minor app update released yesterday morning. Impact on approach: If there was a recent update, we'd prioritize investigating that change and its potential impacts.

  • Considering user segments, are we seeing this issue across all user types or is it more prevalent among certain groups?

Why it matters: This helps identify if it's a universal problem or specific to certain user segments. Expected answer: The issue seems to be affecting all user types equally. Impact on approach: If it's universal, we'd look at system-wide factors rather than user-specific issues.

  • Regarding the definition of "failed trades," has there been any recent change in how we measure or categorize trade failures?

Why it matters: Ensures we're not dealing with a change in metrics rather than an actual increase in failures. Expected answer: No recent changes to the definition or measurement of failed trades. Impact on approach: If confirmed, we can focus on actual performance issues rather than metric definition changes.

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