Practical Root Cause Analysis Data-Driven Approach with AI Assistance

Duration

2 days

Course Introduction

This program is designed to develop strong problem-solving capability using proven methodologies such as Toyota 8 Steps, 8D Discipline, and 5 WHY Analysis, enhanced with Data-Driven and AI-Augmented techniques.
It focuses on practical application, real case analysis, and prevention of recurrence through strong corrective actions and Poka Yoke design.

Course Objectives

Participants will be able to
- Understand and apply RCA structured methodology
- Avoid common RCA failures and mindset issues
- Develop strong problem definitions
- Perform effective 5 WHY and root cause validation
- Use data for analysis and decision making
- Apply AI tools to enhance RCA quality
- Develop effective and permanent corrective actions
- Implement Zero Defect thinking using Poka Yoke