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Product Management Root Cause Analysis Question: Investigating automotive ECU defect rate increase for Flex
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Nextsprints

Updated Jan 22, 2025

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Asked at Flex

15 mins

What factors are contributing to the recent spike in defect rates for Flex's automotive electronic control units?

Problem-Solving Data Analysis Quality Management Automotive Electronics Manufacturing IoT
Root Cause Analysis Product Troubleshooting Quality Control Automotive Electronics Defect Management

Introduction

The recent spike in defect rates for Flex's automotive electronic control units (ECUs) is a critical issue that demands immediate attention and a thorough root cause analysis. As we delve into this problem, we'll employ a systematic approach to identify, validate, and address the underlying factors contributing to this quality decline. Our goal is not only to resolve the current issue but also to implement preventive measures for long-term product reliability.

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 production process. Has there been any modification to the manufacturing line or component sourcing in the last quarter?

Why it matters: Production changes often correlate with quality fluctuations. Expected answer: Yes, we've introduced a new supplier for microcontrollers. Impact on approach: If confirmed, we'd focus on supplier quality and integration issues.

  • Considering the complexity of ECUs, I'm wondering about the nature of the defects. Are we seeing a pattern in the type of defects, such as software glitches, hardware failures, or integration issues?

Why it matters: The defect pattern can point to specific areas of the production or design process. Expected answer: There's an increase in software-related defects post-installation. Impact on approach: This would shift our focus to software development and testing processes.

  • Given the automotive industry's stringent standards, I'm curious about our quality control process. Have there been any recent changes to our QC procedures or testing environments?

Why it matters: Changes in quality control can directly impact defect detection and rates. Expected answer: We've automated some of our testing procedures recently. Impact on approach: We'd need to evaluate the effectiveness of the new automated testing system.

  • Thinking about external factors, I'm considering if there have been any regulatory changes or new industry standards that might have affected our ECU specifications or testing criteria.

Why it matters: Regulatory changes can necessitate product modifications that might introduce new issues. Expected answer: No significant regulatory changes in the past year. Impact on approach: We'd focus more on internal factors rather than external compliance issues.

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