Introduction
The doubling of average processing time for Yoco merchant payouts in the last quarter is a critical issue that demands immediate attention. This problem directly impacts our merchants' cash flow and could potentially harm our reputation and customer satisfaction. I'll approach this analysis systematically, focusing on identifying the root cause, validating hypotheses, and developing both short-term and long-term solutions.
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: System changes often lead to unexpected performance issues. Expected answer: Yes, there was a major update to our payment gateway. Impact on approach: If confirmed, I'd focus on post-update system performance and potential rollback options.
Why it matters: This helps identify if the problem is systemic or specific to certain user groups. Expected answer: The increase is more pronounced for high-volume merchants. Impact on approach: I'd prioritize investigating factors specific to high-volume transactions.
Why it matters: Increased load could explain longer processing times. Expected answer: Transaction volumes have increased by 30% in the last quarter. Impact on approach: I'd focus on scalability issues and potential bottlenecks in our system.
Why it matters: External dependencies can significantly impact our processing times. Expected answer: No major changes reported by banking partners. Impact on approach: If confirmed, I'd shift focus to internal factors and our integration points.
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