Introduction
The recent 20% increase in average order preparation time for Kitopi's pasta dishes over the last month is a significant operational challenge that requires immediate attention. This analysis will systematically identify, validate, and address the root cause while considering both short-term fixes and long-term strategic implications.
To tackle this issue, I'll follow a structured approach that covers issue identification, hypothesis generation, validation, and solution development. My goal is to provide a comprehensive analysis that balances immediate operational needs with long-term product strategy.
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: Seasonal patterns could indicate a recurring issue rather than a new problem. Expected answer: No significant seasonal patterns observed in previous years. Impact on approach: If seasonal, we'd focus on scaling strategies; if not, we'd investigate recent changes.
Why it matters: Identifying specific problematic dishes could narrow down potential causes. Expected answer: The increase is more pronounced in complex pasta dishes. Impact on approach: If specific dishes are affected, we'd focus on those recipes or ingredients.
Why it matters: Recent changes could directly correlate with the preparation time increase. Expected answer: A new pasta machine was introduced three weeks ago. Impact on approach: If a recent change is identified, we'd prioritize investigating its impact.
Why it matters: Increased demand could explain longer preparation times if capacity hasn't scaled accordingly. Expected answer: Order volume has increased by 15% in the past month. Impact on approach: If volume has spiked, we'd focus on capacity and efficiency improvements.
Why it matters: Ensures the observed increase is real and not due to measurement changes. Expected answer: No changes in measurement methodology or tracking systems. Impact on approach: If measurement has changed, we'd need to reassess the validity of the 20% increase.
Subscribe to access the full answer
Monthly Plan
The perfect plan for PMs who are in the final leg of their interview preparation
$99 /month
- Access to 8,000+ PM Questions
- 10 AI resume reviews credits
- Access to company guides
- Basic email support
- Access to community Q&A
Yearly Plan
The ultimate plan for aspiring PMs, SPMs and those preparing for big-tech
$99 $33 /month
- Everything in monthly plan
- Priority queue for AI resume review
- Monthly/Weekly newsletters
- Access to premium features
- Priority response to requested question