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Product Management Root Cause Analysis Question: Investigating Silicon Valley Bank's online banking user decline
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Nextsprints

Updated Jan 22, 2025

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Why has Silicon Valley Bank's online business banking platform seen a 30% drop in daily active users over the past month?

Data Analysis Problem Solving Strategic Thinking Banking FinTech SaaS
Product Strategy Data Analysis User Retention Root Cause Analysis FinTech

Introduction

Silicon Valley Bank's online business banking platform has experienced a significant 30% drop in daily active users over the past month. This alarming decline requires immediate attention and a thorough investigation to identify the root cause and implement effective solutions. In this analysis, we'll systematically examine potential factors contributing to this issue, generate data-driven hypotheses, and develop a comprehensive plan to address the problem.

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 platform update. Has there been any significant change to the online banking platform in the last 1-2 months?

Why it matters: Recent changes could directly impact user experience and engagement. Expected answer: Yes, a major update was rolled out 6 weeks ago. Impact on approach: If confirmed, we'd focus on post-update user feedback and performance metrics.

  • Considering the scale of the drop, I'm wondering about system stability. Have there been any notable outages or performance issues reported recently?

Why it matters: Technical issues could severely impact user trust and usage patterns. Expected answer: Some intermittent slowdowns have been reported, but no major outages. Impact on approach: We'd prioritize investigating backend performance and user experience metrics.

  • Given the current economic climate, I'm curious about market conditions. Has there been any significant change in the competitive landscape or economic factors affecting SVB's client base?

Why it matters: External factors could be driving users to alternative platforms. Expected answer: Some market volatility, but no major shifts specific to SVB. Impact on approach: We'd consider both internal and external factors in our analysis.

  • Thinking about user segments, I'm wondering if this decline is uniform across all user types. Do we have data on which user segments (e.g., small businesses vs. large corporations) are most affected?

Why it matters: Different segments may be impacted differently, requiring targeted solutions. Expected answer: The decline is more pronounced among small business users. Impact on approach: We'd focus on understanding and addressing the needs of the most affected segments.

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