What factors are causing the sudden 30% decrease in order fulfillment rates for ElasticRun's FMCG category in the eastern region?

Introduction

ElasticRun's sudden 30% decrease in order fulfillment rates for the FMCG category in the eastern region 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 the business.

I'll approach this problem by first clarifying key details, ruling out external factors, understanding the product and user journey, breaking down the metric, gathering relevant data, forming hypotheses, conducting root cause analysis, and finally proposing validation methods and next steps.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking this could be a recent change. When exactly did you first notice this 30% decrease?

Why it matters: Pinpointing the timeframe helps isolate potential causes. Expected answer: Within the last month. Impact on approach: A sudden drop suggests an acute issue rather than a gradual decline.

• Considering the specificity of the issue, I'm wondering if this is isolated to certain products or across all FMCG items. Can you provide more details on which specific product categories or SKUs are most affected?

Why it matters: Identifying patterns in affected products could point to supply chain or inventory issues. Expected answer: The decrease is more pronounced in perishable goods. Impact on approach: This would shift focus to cold chain logistics and inventory management.

• Given the regional nature, I'm curious about any local factors. Have there been any significant changes in the eastern region's market dynamics or infrastructure recently?

Why it matters: Regional factors could explain the localized nature of the issue. Expected answer: Recent floods have affected some distribution centers. Impact on approach: This would necessitate a focus on disaster recovery and alternative distribution strategies.

• Considering potential system changes, has there been any recent update to the order fulfillment system or processes?

Why it matters: Technical issues could be causing the decrease. Expected answer: A new inventory management system was implemented last month. Impact on approach: This would shift focus to system integration and data accuracy issues.