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Product Management Root Cause Analysis Question: Investigating sudden increase in customs brokerage support tickets
Image of author vinay

Vinay

Updated Jan 7, 2025

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What caused the sudden 30% increase in customer support tickets related to Flexport's customs brokerage services last week?

Problem Solving Data Analysis Customer Experience Logistics Supply Chain Management SaaS
Data Analysis Root Cause Analysis Process Improvement Logistics Customer Support

Introduction

The sudden 30% increase in customer support tickets related to Flexport's customs brokerage services last week is a critical issue that demands immediate attention. This spike in support requests not only impacts customer satisfaction but also strains our support resources and potentially signals underlying problems with our service. To address this effectively, I'll employ a systematic approach to identify, validate, and resolve the root cause while considering both short-term fixes and long-term strategic implications.

Framework overview

This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.

Step 1

Clarifying Questions (3 minutes)

  • Looking at the timing, I'm thinking there might have been a recent change in our customs brokerage process. Has there been any update to our customs clearance procedures or software in the past two weeks?

Why it matters: Recent changes often correlate with sudden metric shifts. Expected answer: Yes, a software update was implemented. Impact on approach: If confirmed, we'd focus on the update's impact on user experience.

  • Considering the scale of the increase, I'm wondering about the geographic distribution. Are these support tickets concentrated in specific regions or evenly distributed globally?

Why it matters: Regional concentration could indicate localized issues or regulatory changes. Expected answer: Tickets are primarily from the Asia-Pacific region. Impact on approach: We'd investigate region-specific factors if confirmed.

  • Given the nature of customs brokerage, I'm curious about any recent changes in international trade policies. Have there been any significant policy shifts in major trading countries recently?

Why it matters: Policy changes can dramatically affect customs processes and customer needs. Expected answer: New tariffs were introduced in a key market. Impact on approach: We'd examine our system's adaptation to policy changes if confirmed.

  • Thinking about our customer base, I'm wondering if this increase is uniform across all customer segments. Are we seeing this 30% increase consistently across small businesses, mid-size companies, and enterprise clients?

Why it matters: Segment-specific issues require targeted solutions. Expected answer: The increase is primarily in the small business segment. Impact on approach: We'd focus on small business-specific factors and needs if confirmed.

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