Introduction
The sudden increase in customer complaints about delivery delays for purchased vehicles on Auto1 Group's platform is a critical issue that demands immediate attention. This problem directly impacts customer satisfaction, potentially affecting Auto1's reputation and future sales. 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: Recent changes often correlate with sudden shifts in performance metrics. Expected answer: Yes, a new delivery partner was onboarded last month. Impact on approach: If confirmed, we'd focus on the new partner's processes and integration.
Why it matters: This helps determine if the issue is systemic or isolated to specific segments. Expected answer: The delays are more pronounced in urban areas and for luxury vehicles. Impact on approach: We'd investigate urban logistics and luxury vehicle handling processes.
Why it matters: Understanding the magnitude of the change helps prioritize the issue. Expected answer: Average delivery time has increased from 7 days to 12 days. Impact on approach: This significant increase would prompt us to look at major disruptions in the supply chain or delivery process.
Why it matters: Ensures we're not dealing with a measurement anomaly rather than an actual performance issue. Expected answer: No changes to measurement systems or reporting methods. Impact on approach: If confirmed, we'd focus on operational issues rather than data discrepancies.
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