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IK Academy AI-assisted root cause failure analysis training for maintenance and reliability teams.


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

COURSE OUTCOMES

  • Improved RCA capability

  • Reduction in recurrence issues

  • Stronger problem-solving mindset

  • Better data-driven decision making

  • Introduction to AI-supported RCA

METHODOLOGY

  • Interactive lecture

  • Real case study analysis

  • Group workshop

  • AI-assisted exercises

  • Discussion and reflection

WHO SHOULD ATTEND

  • Engineers

  • Supervisors

  • Quality Personnel

  • Manufacturing Personnel

  • Technical Managers

COURSE CONTENT 

PART 1: RCA FOUNDATION
PART 2: WHY RCA FAILS
PART 3: DATA-DRIVEN RCA
PART 4: AI-AUGMENTED RCA
PART 4.8: POKA YOKE & ZERO DEFECT
PART 4.9: CONTROL HIERARCHY
PART 5:
PRACTICAL WORKSHOP

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109850

53

MITRA

PESERTA

23

3642

UNIK
KLIEN

2025

34

319

KONFERENSI

KAMI DISINI UNTUK TINGGAL

INDUSTRI

KURSUS

PELATIH

IK Academy has received the Best Training Provider Award by Malaysia's Ministry of Human Resources

Penghargaan yang kami ambil di sepanjang jalan. . .

Penghargaan yang kami ambil di sepanjang jalan. . .

PSMB Awards
5 Start HRDF Awards
SME 100 Awards
Consumers' Choice Award 2021 logo shown in IK Academy awards section.
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