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ADVANCED INNOVATION GROUP PRO EXCELLENCE (AIGPE)

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      • Quality Function Deployment
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Quality engineer reviewing an AI root cause analysis on screen with control charts in a factory office, deciding whether to trust it
  • Artificial Intelligence (AI)Six Sigma

AI Root Cause Analysis: 7 Dangerous Myths Every Black Belt Must Debunk

AI root cause analysis can accelerate Six Sigma or wreck it. We debunk 7 dangerous myths, from correlation traps to p-hacking, with the research to prove it.

  • Rahul IByRahul I
  • OnJune 11, 2026
The 1-10-100 rule shown as a whiteboard staircase: prevent a defect for $1, correct it for $10, or pay $100 once it reaches the customer
  • Artificial Intelligence (AI)LeanProject ManagementSix Sigma

The 1-10-100 Rule: Why a $1 Problem Becomes a $100 Disaster

The 1-10-100 rule shows a defect costs $1 to prevent, $10 to fix inside, and $100 once it reaches the customer. Learn to catch problems early and cut quality costs.

  • Rahul IByRahul I
  • OnJune 8, 2026
Whiteboard showing why AI process improvement fails on broken processes: automate the mess vs stabilize first, then automate
  • Artificial Intelligence (AI)

AI Doesn’t Fix Broken Processes, It Multiplies Them: 5 Hard Truths Before You Automate

MIT found 95% of enterprise AI projects deliver zero return. Learn why AI amplifies broken processes and the 5 readiness gates to pass before you automate.

  • Rahul IByRahul I
  • OnJune 4, 2026
Vintage 1960s Japanese factory floor with an industrial engineer observing rows of assembly-line workers, the era of Shigeo Shingo and poka-yoke
  • LeanSix Sigma

Poka-Yoke: Shigeo Shingo’s 7 Lessons in Zero Defects

Shigeo Shingo turned human error into a design problem. See how Poka-Yoke, Zero Quality Control, and SMED reshaped quality—and where the logic lives today.

  • Rahul IByRahul I
  • OnJune 3, 2026
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Quality engineer reviewing an AI root cause analysis on screen with control charts in a factory office, deciding whether to trust it

AI Root Cause Analysis: 7 Dangerous Myths Every Black Belt Must Debunk

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Six Sigma is a journey toward improved quality and increased efficiency, driven by data and sustained by people.

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