Introduction
M2P Fintech's card issuance API has experienced a significant 30% drop in transaction volume over the past week, raising concerns about the product's performance and user engagement. This analysis will systematically investigate potential root causes, generate data-driven hypotheses, and propose actionable solutions to address this critical issue.
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 transaction volume. Expected answer: Yes, a minor update was pushed last week. Impact on approach: If confirmed, we'd prioritize investigating the update's effects.
Why it matters: Understanding the scale helps contextualize the impact. Expected answer: Around 1 million transactions per day. Impact on approach: This would help quantify the issue and set recovery targets.
Why it matters: Segmented impact could point to specific user issues or technical problems. Expected answer: The drop is more pronounced among small business users. Impact on approach: We'd focus on investigating factors specific to the most affected segment.
Why it matters: Regulatory changes could explain sudden shifts in usage patterns. Expected answer: No major regulatory changes in the past month. Impact on approach: If confirmed, we'd shift focus to internal factors and market dynamics.
Practice similar questions
Subscribe to access the full answer