How can we explain the sudden 30% increase in customer support requests related to Wheels Up's King Air 350i fleet over the past two weeks?

Introduction

The sudden 30% increase in customer support requests for Wheels Up's King Air 350i fleet over the past two weeks is a critical issue that demands immediate attention. This analysis will systematically identify, validate, and address the root cause while considering both short-term and long-term implications for our product and customer experience.

I'll approach this problem by first clarifying the context, then ruling out external factors before diving deep into our product, user journey, and metrics. We'll generate data-driven hypotheses, conduct root cause analysis, and develop a comprehensive plan for validation and resolution.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be a recent change in our fleet or operations. Have there been any significant updates to the King Air 350i fleet or our service procedures in the last month?

Why it matters: Recent changes often correlate with sudden metric shifts. Expected answer: Yes, we've updated the onboard entertainment system. Impact on approach: If true, we'd focus on the new system's performance and user experience.

• Considering the specificity of the increase, I'm curious about the nature of these support requests. Can you provide a breakdown of the top 3-5 categories of issues reported in these support requests?

Why it matters: Understanding the types of issues helps narrow down potential root causes. Expected answer: Most requests relate to Wi-Fi connectivity, cabin temperature, and booking changes. Impact on approach: This would guide our investigation towards specific systems or processes.

• Given the magnitude of the increase, I'm wondering about our customer segments. Has this increase been uniform across all customer types, or are we seeing it more prominently in specific segments?

Why it matters: Segment-specific issues can point to targeted problems or changes in user behavior. Expected answer: The increase is more pronounced among our frequent flyers. Impact on approach: We'd focus on recent changes that might disproportionately affect frequent users.

• Considering potential external factors, I'm curious about any recent weather patterns or air traffic control changes. Have there been any unusual weather events or ATC policy changes in our primary operating regions over the past month?

Why it matters: External factors can significantly impact aviation operations and customer experience. Expected answer: No significant weather events, but there have been some ATC staffing issues in the Northeast. Impact on approach: If true, we'd need to consider how ATC issues might be affecting our service quality.