Introduction
The sudden 30% drop in new Box Notes created per day over the past week is a significant issue that requires immediate attention. This analysis will systematically identify, validate, and address the root cause while considering both short-term and long-term implications for Box's collaborative document editing feature.
I'll approach this problem by first clarifying the context, then ruling out external factors before diving deep into product understanding, metric breakdown, and hypothesis generation. We'll then validate our hypotheses and develop a comprehensive plan to address the issue.
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: Ensures we're addressing a real issue, not a measurement anomaly. Hypothetical answer: No changes in measurement or definition. Impact: Confirms the validity of the observed drop.
Why it matters: Helps narrow down potential causes and target our investigation. Hypothetical answer: The drop is more pronounced among enterprise users. Impact: Focuses our analysis on enterprise-specific factors.
Why it matters: Identifies potential internal causes for the drop. Hypothetical answer: A minor UI update was rolled out 10 days ago. Impact: Provides a starting point for investigating product-related causes.
Why it matters: Uncovers potential technical issues affecting user experience. Hypothetical answer: No significant changes in error rates or performance metrics. Impact: Suggests we should look beyond obvious technical issues.
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