Introduction
The sudden 30% drop in successful transactions on Cellulant's mobile money platform over the past week is a critical issue that demands immediate attention. This analysis will systematically investigate potential root causes, develop data-driven hypotheses, and propose a strategic plan to address the problem. We'll examine both internal and external factors, considering technical, user behavior, and market-related aspects to ensure a comprehensive understanding of the situation.
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 often correlate with performance issues. Expected answer: Yes, a minor update was deployed last week. Impact on approach: If confirmed, we'd prioritize investigating that update.
Why it matters: Helps narrow down potential user-specific or feature-specific issues. Expected answer: The drop is more pronounced among small business users. Impact on approach: We'd focus on small business-specific features or use cases.
Why it matters: External factors could explain sudden, large-scale changes. Expected answer: No major economic or regulatory shifts noted. Impact on approach: We'd shift focus more towards internal factors and user behavior.
Why it matters: Technical problems often manifest in transaction failures. Expected answer: Error rates have increased slightly, but no major outages reported. Impact on approach: We'd investigate the nature and impact of these errors more closely.
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