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)
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.
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.
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.
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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