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Company focus

Article

Why has the average delivery time for Article's Timber bookcase doubled in the past two weeks?

Prepared by NextSprints

15 mins
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Data Analysis Problem-Solving Supply Chain Management E-commerce Furniture Logistics E-Commerce Root Cause Analysis Furniture Logistics Supply Chain
Product Management Root Cause Analysis Question: Investigating doubled delivery time for Article's Timber bookcase

Introduction

The doubling of average delivery time for Article's Timber bookcase 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 fixes and long-term strategic implications.

I'll approach this problem by first clarifying key details, ruling out external factors, and then diving deep into the product ecosystem, metric breakdown, and data analysis. From there, I'll form hypotheses, conduct root cause analysis, and propose validation methods and solutions.

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 be a recent change in the supply chain or fulfillment process. Has there been any significant change in suppliers or logistics partners in the last month?

Why it matters: Supply chain disruptions could directly impact delivery times. Expected answer: Yes, we switched to a new logistics partner three weeks ago. Impact on approach: If confirmed, I'd focus on investigating the new partner's processes and performance.

  • Considering the specificity of the product, I'm wondering if this is isolated to the Timber bookcase or if it's affecting other product lines as well. Are we seeing similar delivery time increases across other Article products?

Why it matters: This helps determine if it's a product-specific issue or a broader operational problem. Expected answer: No, it seems to be specific to the Timber bookcase. Impact on approach: If confirmed, I'd narrow my focus to the Timber bookcase's production and distribution processes.

  • Given the doubling of delivery time, I'm curious about the actual numbers. What was the average delivery time before, and what is it now?

Why it matters: Understanding the scale of the change helps prioritize the issue and set realistic improvement targets. Expected answer: It was 5 days, now it's 10 days. Impact on approach: This would help quantify the problem and set benchmarks for improvement.

  • Considering potential data anomalies, I'm wondering about the reliability of our tracking systems. Have there been any recent changes or issues with our delivery time tracking system?

Why it matters: It's crucial to ensure we're working with accurate data. Expected answer: No changes to the tracking system have been made. Impact on approach: If confirmed, I'd focus on operational issues rather than data accuracy problems.

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Updated Jan 22, 2025