SlideShare a Scribd company logo

Applying Lean Sigma Into Validation

•
•
T
tjcornish

Validation techniques from lean six sigma tools

BusinessTechnology
1 of 36
Applying Lean Sigma into Validation Thomas J Cornish PMP
Introduction / Agenda ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
What is Six Sigma? Terminology ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Benefits of Six Sigma and Lean Sigma—Business Gains ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Basic Statistics ,[object Object],[object Object],[object Object],[object Object],Mean
Basic Statistics NORMAL DISTRIBUTION Approximately 99.7% of the data (or virtually all) are between +/- 3 standard deviations from the mean when data is normally distributed. Mean -1s +1s 99.7% -2s +2s -3s +3s
Process Capability LSL USL Poor Process Capability! Off Center, Spread Too Wide LSL USL Fair Process Capability! Off Center, Tight Spread LSL USL Fair Process Capability! Centered, Spread Too Wide LSL USL THE MISSION: Excellent Process Capability! Centered, Tight Spread Centering and Spread are critical components of Process Capability!
Process Capability Process Capability Statistics The formula: USL - X Cpk-upper = 3  Cpk-overall = X – LSL min {Cpk-up, Cpk-lo} Cpk-lower = 3  *Note: we are working with continuous data only when computing a Cpk
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],It is envisioned that the other process improvement techniques will be integrated with our use of the Six Sigma approach Why Six Sigma ? Control Define Improve Measure Analyze
Deviation and Six Sigma Methods ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
What is Lean Sigma? ,[object Object],[object Object],[object Object],[object Object]
Lean Sigma Customer focus Culture Values and Mindset Capability Lean Sigma
What is the difference between Lean Sigma and Six Sigma? ,[object Object],[object Object],[object Object],[object Object]
What is the difference between Lean Sigma and Six Sigma? ,[object Object],[object Object],[object Object]
Process Terminology ,[object Object],[object Object],[object Object],[object Object],[object Object]
Process Terminology ,[object Object],[object Object]
Examples of where Lean Sigma can be used ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Applying Lean Sigma ,[object Object],[object Object],[object Object],[object Object],[object Object]
Applying Lean Sigma ,[object Object],[object Object],[object Object],[object Object]
Where to begin? ,[object Object],[object Object]
Define ,[object Object],[object Object],[object Object]
Measure ,[object Object],[object Object]
Analyze ,[object Object],[object Object],[object Object]
Improve ,[object Object],[object Object],[object Object],[object Object]
Control ,[object Object],[object Object]
Where to use in Validation? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Where to use in Validation? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Example of using Lean Sigma into Validation ,[object Object],[object Object],[object Object]
Example of using Lean Sigma into Validation ,[object Object],[object Object],[object Object],[object Object]
Example of using Lean Sigma into Validation ,[object Object],[object Object],[object Object]
Critical Lean Sigma Metrics ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Critical Lean Sigma Metrics ,[object Object],[object Object],[object Object],[object Object]
Questions ,[object Object]
Reference Material ,[object Object],[object Object],[object Object]
Case Study ,[object Object]
Case Study ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Recommended

LEAN SIX SIGMA PROJECT - FINAL
LEAN SIX SIGMA PROJECT - FINALLEAN SIX SIGMA PROJECT - FINAL
LEAN SIX SIGMA PROJECT - FINALJihad S. Maksad - PMP, RMP, LEED AP
 
Introduction to Six Sigma
Introduction to Six SigmaIntroduction to Six Sigma
Introduction to Six SigmaIbrahim Khan Md.
 
Lean Process Improvement Techniques
Lean Process Improvement TechniquesLean Process Improvement Techniques
Lean Process Improvement TechniquesJeremy Jay V. Lim, MBB, PMP
 
Dmaic overview for slideshare
Dmaic overview for slideshareDmaic overview for slideshare
Dmaic overview for slideshareLean Strategies International LLC
 
Dmaic
DmaicDmaic
Dmaicjagan339
 
4. Problem Solving in Six Sigma
4. Problem Solving in Six Sigma4. Problem Solving in Six Sigma
4. Problem Solving in Six SigmaDeepika Misra
 
8 D – Problem Solving Process
8 D – Problem Solving Process8 D – Problem Solving Process
8 D – Problem Solving ProcessAnand Subramaniam
 
Introduction to Lean Six Sigma
Introduction to Lean Six SigmaIntroduction to Lean Six Sigma
Introduction to Lean Six SigmaGoLeanSixSigma.com
 

Recommended

LEAN SIX SIGMA PROJECT - FINAL
LEAN SIX SIGMA PROJECT - FINALLEAN SIX SIGMA PROJECT - FINAL
LEAN SIX SIGMA PROJECT - FINALJihad S. Maksad - PMP, RMP, LEED AP
 
Introduction to Six Sigma
Introduction to Six SigmaIntroduction to Six Sigma
Introduction to Six SigmaIbrahim Khan Md.
 
Lean Process Improvement Techniques
Lean Process Improvement TechniquesLean Process Improvement Techniques
Lean Process Improvement TechniquesJeremy Jay V. Lim, MBB, PMP
 
Dmaic overview for slideshare
Dmaic overview for slideshareDmaic overview for slideshare
Dmaic overview for slideshareLean Strategies International LLC
 
Dmaic
DmaicDmaic
Dmaicjagan339
 
4. Problem Solving in Six Sigma
4. Problem Solving in Six Sigma4. Problem Solving in Six Sigma
4. Problem Solving in Six SigmaDeepika Misra
 
8 D – Problem Solving Process
8 D – Problem Solving Process8 D – Problem Solving Process
8 D – Problem Solving ProcessAnand Subramaniam
 
Introduction to Lean Six Sigma
Introduction to Lean Six SigmaIntroduction to Lean Six Sigma
Introduction to Lean Six SigmaGoLeanSixSigma.com
 
DMAIC Methodolgy
DMAIC MethodolgyDMAIC Methodolgy
DMAIC MethodolgyBharath M
 
Six sigma case study-a good approach with example
Six sigma case study-a good approach with exampleSix sigma case study-a good approach with example
Six sigma case study-a good approach with examplebhanutomar
 
8 d problem solving rev01
8 d problem solving rev018 d problem solving rev01
8 d problem solving rev01Jitesh Gaurav
 
6 SIGMA AND KAIZEN
6 SIGMA AND KAIZEN6 SIGMA AND KAIZEN
6 SIGMA AND KAIZENRameshkori31
 
Lean Six Sigma project Caponera
Lean Six Sigma project CaponeraLean Six Sigma project Caponera
Lean Six Sigma project CaponeraAnnalisa Caponera
 
Six Sigma Black Belt Project
Six Sigma Black Belt ProjectSix Sigma Black Belt Project
Six Sigma Black Belt ProjectAndrey Lygin
 
Measure phase lean six sigma tollgate template
Measure phase lean six sigma tollgate templateMeasure phase lean six sigma tollgate template
Measure phase lean six sigma tollgate templateSteven Bonacorsi
 
090 Process Mapping
090 Process Mapping090 Process Mapping
090 Process MappingDr Fereidoun Dejahang
 
SIX SIGMA Green Belt Training
SIX SIGMA Green Belt TrainingSIX SIGMA Green Belt Training
SIX SIGMA Green Belt Trainingchaudhryshailja
 
WEBINAR: Introduction to DMAIC
WEBINAR: Introduction to DMAICWEBINAR: Introduction to DMAIC
WEBINAR: Introduction to DMAICGoLeanSixSigma.com
 
Failure Mode & Effects Analysis (FMEA)
Failure Mode & Effects Analysis (FMEA)Failure Mode & Effects Analysis (FMEA)
Failure Mode & Effects Analysis (FMEA)Operational Excellence Consulting
 
Continuous Improvement Powerpoint Presentation Slides
Continuous Improvement Powerpoint Presentation SlidesContinuous Improvement Powerpoint Presentation Slides
Continuous Improvement Powerpoint Presentation SlidesSlideTeam
 
Six Sigma Yellow Belt
Six Sigma Yellow BeltSix Sigma Yellow Belt
Six Sigma Yellow BeltSudhakar Selka
 
Six Sigma Process Improvement PowerPoint Presentation Slides
Six Sigma Process Improvement PowerPoint Presentation SlidesSix Sigma Process Improvement PowerPoint Presentation Slides
Six Sigma Process Improvement PowerPoint Presentation SlidesSlideTeam
 
Lean Six Sigma: DMAIC In-Depth
Lean Six Sigma: DMAIC In-DepthLean Six Sigma: DMAIC In-Depth
Lean Six Sigma: DMAIC In-DepthGoLeanSixSigma.com
 
Six sigma vs lean
Six sigma vs leanSix sigma vs lean
Six sigma vs leankiran
 
Value Stream Mapping Process
Value Stream Mapping ProcessValue Stream Mapping Process
Value Stream Mapping ProcessAnand Subramaniam
 
Awareness of iatf 16949
Awareness of iatf 16949Awareness of iatf 16949
Awareness of iatf 16949Pavan Patil
 
Kaizen ~ Continuous Process Improvement (Cpi)
Kaizen ~ Continuous Process Improvement (Cpi)Kaizen ~ Continuous Process Improvement (Cpi)
Kaizen ~ Continuous Process Improvement (Cpi)Anand Subramaniam
 
Operational Excellence – Getting Started
Operational Excellence – Getting StartedOperational Excellence – Getting Started
Operational Excellence – Getting StartedRonald Shewchuk
 
Workforce Planning September 2010
Workforce Planning September 2010Workforce Planning September 2010
Workforce Planning September 2010Darrell Hair Associates - Management Consultants
 
Kvalitet, introduktion (förmiddag) Linköping 18 maj
Kvalitet, introduktion (förmiddag) Linköping 18 majKvalitet, introduktion (förmiddag) Linköping 18 maj
Kvalitet, introduktion (förmiddag) Linköping 18 majElisabet Ahlqvist
 

More Related Content

What's hot

DMAIC Methodolgy
DMAIC MethodolgyDMAIC Methodolgy
DMAIC MethodolgyBharath M
 
Six sigma case study-a good approach with example
Six sigma case study-a good approach with exampleSix sigma case study-a good approach with example
Six sigma case study-a good approach with examplebhanutomar
 
8 d problem solving rev01
8 d problem solving rev018 d problem solving rev01
8 d problem solving rev01Jitesh Gaurav
 
6 SIGMA AND KAIZEN
6 SIGMA AND KAIZEN6 SIGMA AND KAIZEN
6 SIGMA AND KAIZENRameshkori31
 
Lean Six Sigma project Caponera
Lean Six Sigma project CaponeraLean Six Sigma project Caponera
Lean Six Sigma project CaponeraAnnalisa Caponera
 
Six Sigma Black Belt Project
Six Sigma Black Belt ProjectSix Sigma Black Belt Project
Six Sigma Black Belt ProjectAndrey Lygin
 
Measure phase lean six sigma tollgate template
Measure phase lean six sigma tollgate templateMeasure phase lean six sigma tollgate template
Measure phase lean six sigma tollgate templateSteven Bonacorsi
 
SIX SIGMA Green Belt Training
SIX SIGMA Green Belt TrainingSIX SIGMA Green Belt Training
SIX SIGMA Green Belt Trainingchaudhryshailja
 
WEBINAR: Introduction to DMAIC
WEBINAR: Introduction to DMAICWEBINAR: Introduction to DMAIC
WEBINAR: Introduction to DMAICGoLeanSixSigma.com
 
Continuous Improvement Powerpoint Presentation Slides
Continuous Improvement Powerpoint Presentation SlidesContinuous Improvement Powerpoint Presentation Slides
Continuous Improvement Powerpoint Presentation SlidesSlideTeam
 
Six Sigma Process Improvement PowerPoint Presentation Slides
Six Sigma Process Improvement PowerPoint Presentation SlidesSix Sigma Process Improvement PowerPoint Presentation Slides
Six Sigma Process Improvement PowerPoint Presentation SlidesSlideTeam
 
Lean Six Sigma: DMAIC In-Depth
Lean Six Sigma: DMAIC In-DepthLean Six Sigma: DMAIC In-Depth
Lean Six Sigma: DMAIC In-DepthGoLeanSixSigma.com
 
Six sigma vs lean
Six sigma vs leanSix sigma vs lean
Six sigma vs leankiran
 
Value Stream Mapping Process
Value Stream Mapping ProcessValue Stream Mapping Process
Value Stream Mapping ProcessAnand Subramaniam
 
Awareness of iatf 16949
Awareness of iatf 16949Awareness of iatf 16949
Awareness of iatf 16949Pavan Patil
 
Kaizen ~ Continuous Process Improvement (Cpi)
Kaizen ~ Continuous Process Improvement (Cpi)Kaizen ~ Continuous Process Improvement (Cpi)
Kaizen ~ Continuous Process Improvement (Cpi)Anand Subramaniam
 
Operational Excellence – Getting Started
Operational Excellence – Getting StartedOperational Excellence – Getting Started
Operational Excellence – Getting StartedRonald Shewchuk
 

What's hot (20)

DMAIC Methodolgy
DMAIC MethodolgyDMAIC Methodolgy
DMAIC Methodolgy
 
Six sigma case study-a good approach with example
Six sigma case study-a good approach with exampleSix sigma case study-a good approach with example
Six sigma case study-a good approach with example
 
8 d problem solving rev01
8 d problem solving rev018 d problem solving rev01
8 d problem solving rev01
 
6 SIGMA AND KAIZEN
6 SIGMA AND KAIZEN6 SIGMA AND KAIZEN
6 SIGMA AND KAIZEN
 
Lean Six Sigma project Caponera
Lean Six Sigma project CaponeraLean Six Sigma project Caponera
Lean Six Sigma project Caponera
 
Six Sigma Black Belt Project
Six Sigma Black Belt ProjectSix Sigma Black Belt Project
Six Sigma Black Belt Project
 
Measure phase lean six sigma tollgate template
Measure phase lean six sigma tollgate templateMeasure phase lean six sigma tollgate template
Measure phase lean six sigma tollgate template
 
090 Process Mapping
090 Process Mapping090 Process Mapping
090 Process Mapping
 
SIX SIGMA Green Belt Training
SIX SIGMA Green Belt TrainingSIX SIGMA Green Belt Training
SIX SIGMA Green Belt Training
 
WEBINAR: Introduction to DMAIC
WEBINAR: Introduction to DMAICWEBINAR: Introduction to DMAIC
WEBINAR: Introduction to DMAIC
 
Failure Mode & Effects Analysis (FMEA)
Failure Mode & Effects Analysis (FMEA)Failure Mode & Effects Analysis (FMEA)
Failure Mode & Effects Analysis (FMEA)
 
Continuous Improvement Powerpoint Presentation Slides
Continuous Improvement Powerpoint Presentation SlidesContinuous Improvement Powerpoint Presentation Slides
Continuous Improvement Powerpoint Presentation Slides
 
Six Sigma Yellow Belt
Six Sigma Yellow BeltSix Sigma Yellow Belt
Six Sigma Yellow Belt
 
Six Sigma Process Improvement PowerPoint Presentation Slides
Six Sigma Process Improvement PowerPoint Presentation SlidesSix Sigma Process Improvement PowerPoint Presentation Slides
Six Sigma Process Improvement PowerPoint Presentation Slides
 
Lean Six Sigma: DMAIC In-Depth
Lean Six Sigma: DMAIC In-DepthLean Six Sigma: DMAIC In-Depth
Lean Six Sigma: DMAIC In-Depth
 
Six sigma vs lean
Six sigma vs leanSix sigma vs lean
Six sigma vs lean
 
Value Stream Mapping Process
Value Stream Mapping ProcessValue Stream Mapping Process
Value Stream Mapping Process
 
Awareness of iatf 16949
Awareness of iatf 16949Awareness of iatf 16949
Awareness of iatf 16949
 
Kaizen ~ Continuous Process Improvement (Cpi)
Kaizen ~ Continuous Process Improvement (Cpi)Kaizen ~ Continuous Process Improvement (Cpi)
Kaizen ~ Continuous Process Improvement (Cpi)
 
Operational Excellence – Getting Started
Operational Excellence – Getting StartedOperational Excellence – Getting Started
Operational Excellence – Getting Started
 

Viewers also liked

Kvalitet, introduktion (förmiddag) Linköping 18 maj
Kvalitet, introduktion (förmiddag) Linköping 18 majKvalitet, introduktion (förmiddag) Linköping 18 maj
Kvalitet, introduktion (förmiddag) Linköping 18 majElisabet Ahlqvist
 
Lean India Summit : From Productivity to Profitability
Lean India Summit : From Productivity to Profitability Lean India Summit : From Productivity to Profitability
Lean India Summit : From Productivity to Profitability Saket Bansal
 
Toyota Kata - Making continuos improvement our competitive advantage.
Toyota Kata - Making continuos improvement our competitive advantage.Toyota Kata - Making continuos improvement our competitive advantage.
Toyota Kata - Making continuos improvement our competitive advantage.Tilo Schwarz
 
Lean Six Sigma Tool
Lean Six Sigma ToolLean Six Sigma Tool
Lean Six Sigma Toolgdekker
 
2016 Kata Summit: Kata in Office/Service Presentation
2016 Kata Summit: Kata in Office/Service Presentation2016 Kata Summit: Kata in Office/Service Presentation
2016 Kata Summit: Kata in Office/Service PresentationBeth Carrington
 
Vision to Action with the Improvement Kata
Vision to Action with the Improvement KataVision to Action with the Improvement Kata
Vision to Action with the Improvement KataBeth Carrington
 
Workforce Management & BPM Integration
Workforce Management & BPM IntegrationWorkforce Management & BPM Integration
Workforce Management & BPM IntegrationNathaniel Palmer
 
Webinar on Agile Metrics
Webinar on Agile Metrics Webinar on Agile Metrics
Webinar on Agile Metrics Saket Bansal
 
Next Target Condition Kata
Next Target Condition KataNext Target Condition Kata
Next Target Condition KataBeth Carrington
 
Kata skill @ novice: 5 Common Themes of Novice Skill
Kata skill @ novice: 5 Common Themes of Novice SkillKata skill @ novice: 5 Common Themes of Novice Skill
Kata skill @ novice: 5 Common Themes of Novice SkillBeth Carrington
 
Workshop on Test Driven Development (TDD) Noida
Workshop on Test Driven Development (TDD) NoidaWorkshop on Test Driven Development (TDD) Noida
Workshop on Test Driven Development (TDD) NoidaSaket Bansal
 
Portable kata storyboard
Portable kata storyboardPortable kata storyboard
Portable kata storyboardBeth Carrington
 
Webinar on Requirement Prioritization Process - iZenBridge
Webinar on Requirement Prioritization Process - iZenBridgeWebinar on Requirement Prioritization Process - iZenBridge
Webinar on Requirement Prioritization Process - iZenBridgeSaket Bansal
 
Toyota Kata Presentation for ITSM.fi TOP 10 Conference
Toyota Kata Presentation for ITSM.fi TOP 10 ConferenceToyota Kata Presentation for ITSM.fi TOP 10 Conference
Toyota Kata Presentation for ITSM.fi TOP 10 ConferenceTeemu Toivonen
 
Toyota Kata - habits for continous learning. Shingo Institue European Confere...
Toyota Kata - habits for continous learning. Shingo Institue European Confere...Toyota Kata - habits for continous learning. Shingo Institue European Confere...
Toyota Kata - habits for continous learning. Shingo Institue European Confere...Håkan Forss
 
Collaborative innovation in IBM
Collaborative innovation in IBMCollaborative innovation in IBM
Collaborative innovation in IBMAnders Quitzau
 
Webinar On Collect Requirement - iZenBridge
Webinar On Collect Requirement - iZenBridgeWebinar On Collect Requirement - iZenBridge
Webinar On Collect Requirement - iZenBridgeSaket Bansal
 
Toyota Kata 5 key Factors for Successful Advance Groups
Toyota Kata 5 key Factors for Successful Advance GroupsToyota Kata 5 key Factors for Successful Advance Groups
Toyota Kata 5 key Factors for Successful Advance GroupsBeth Carrington
 

Viewers also liked (20)

Workforce Planning September 2010
Workforce Planning September 2010Workforce Planning September 2010
Workforce Planning September 2010
 
Kvalitet, introduktion (förmiddag) Linköping 18 maj
Kvalitet, introduktion (förmiddag) Linköping 18 majKvalitet, introduktion (förmiddag) Linköping 18 maj
Kvalitet, introduktion (förmiddag) Linköping 18 maj
 
Lean India Summit : From Productivity to Profitability
Lean India Summit : From Productivity to Profitability Lean India Summit : From Productivity to Profitability
Lean India Summit : From Productivity to Profitability
 
Toyota Kata - Making continuos improvement our competitive advantage.
Toyota Kata - Making continuos improvement our competitive advantage.Toyota Kata - Making continuos improvement our competitive advantage.
Toyota Kata - Making continuos improvement our competitive advantage.
 
Don't ask WHY
Don't ask WHYDon't ask WHY
Don't ask WHY
 
Lean Six Sigma Tool
Lean Six Sigma ToolLean Six Sigma Tool
Lean Six Sigma Tool
 
2016 Kata Summit: Kata in Office/Service Presentation
2016 Kata Summit: Kata in Office/Service Presentation2016 Kata Summit: Kata in Office/Service Presentation
2016 Kata Summit: Kata in Office/Service Presentation
 
Vision to Action with the Improvement Kata
Vision to Action with the Improvement KataVision to Action with the Improvement Kata
Vision to Action with the Improvement Kata
 
Workforce Management & BPM Integration
Workforce Management & BPM IntegrationWorkforce Management & BPM Integration
Workforce Management & BPM Integration
 
Webinar on Agile Metrics
Webinar on Agile Metrics Webinar on Agile Metrics
Webinar on Agile Metrics
 
Next Target Condition Kata
Next Target Condition KataNext Target Condition Kata
Next Target Condition Kata
 
Kata skill @ novice: 5 Common Themes of Novice Skill
Kata skill @ novice: 5 Common Themes of Novice SkillKata skill @ novice: 5 Common Themes of Novice Skill
Kata skill @ novice: 5 Common Themes of Novice Skill
 
Workshop on Test Driven Development (TDD) Noida
Workshop on Test Driven Development (TDD) NoidaWorkshop on Test Driven Development (TDD) Noida
Workshop on Test Driven Development (TDD) Noida
 
Portable kata storyboard
Portable kata storyboardPortable kata storyboard
Portable kata storyboard
 
Webinar on Requirement Prioritization Process - iZenBridge
Webinar on Requirement Prioritization Process - iZenBridgeWebinar on Requirement Prioritization Process - iZenBridge
Webinar on Requirement Prioritization Process - iZenBridge
 
Toyota Kata Presentation for ITSM.fi TOP 10 Conference
Toyota Kata Presentation for ITSM.fi TOP 10 ConferenceToyota Kata Presentation for ITSM.fi TOP 10 Conference
Toyota Kata Presentation for ITSM.fi TOP 10 Conference
 
Toyota Kata - habits for continous learning. Shingo Institue European Confere...
Toyota Kata - habits for continous learning. Shingo Institue European Confere...Toyota Kata - habits for continous learning. Shingo Institue European Confere...
Toyota Kata - habits for continous learning. Shingo Institue European Confere...
 
Collaborative innovation in IBM
Collaborative innovation in IBMCollaborative innovation in IBM
Collaborative innovation in IBM
 
Webinar On Collect Requirement - iZenBridge
Webinar On Collect Requirement - iZenBridgeWebinar On Collect Requirement - iZenBridge
Webinar On Collect Requirement - iZenBridge
 
Toyota Kata 5 key Factors for Successful Advance Groups
Toyota Kata 5 key Factors for Successful Advance GroupsToyota Kata 5 key Factors for Successful Advance Groups
Toyota Kata 5 key Factors for Successful Advance Groups
 

Similar to Applying Lean Sigma Into Validation

Lean Six Sigma- Internal Training Slides-2.pptx
Lean Six Sigma- Internal Training Slides-2.pptxLean Six Sigma- Internal Training Slides-2.pptx
Lean Six Sigma- Internal Training Slides-2.pptxDebashishDolon
 
Basic Six Sigma Presentation
Basic Six Sigma PresentationBasic Six Sigma Presentation
Basic Six Sigma Presentationvivekissar
 
Six sigma vs kaizen
Six sigma vs kaizenSix sigma vs kaizen
Six sigma vs kaizenGopala P.
 
Six Sigma Vs Kaizen
Six Sigma Vs KaizenSix Sigma Vs Kaizen
Six Sigma Vs Kaizenpgopala
 
Lean Six Sigma Overview
Lean Six Sigma OverviewLean Six Sigma Overview
Lean Six Sigma OverviewTerryDockum
 
Lean 6 Sigma Searchtec
Lean 6 Sigma SearchtecLean 6 Sigma Searchtec
Lean 6 Sigma Searchtecguest9a79b66
 
Lean 6 Sigma On Line Training From Searchtec
Lean 6 Sigma On Line Training From SearchtecLean 6 Sigma On Line Training From Searchtec
Lean 6 Sigma On Line Training From Searchtecsearchtec
 
00 Vital Links Lean Six Sigma Change Acceleration 38 Pgs
00 Vital Links Lean Six Sigma Change Acceleration 38 Pgs00 Vital Links Lean Six Sigma Change Acceleration 38 Pgs
00 Vital Links Lean Six Sigma Change Acceleration 38 Pgsfreelean
 
Six Sigma For Managers 185
Six Sigma For Managers 185Six Sigma For Managers 185
Six Sigma For Managers 185Anjoum .
 
Six Sigma For Managers
Six Sigma For ManagersSix Sigma For Managers
Six Sigma For Managersajjulazer
 
Workharderand Harder
Workharderand HarderWorkharderand Harder
Workharderand HarderTom Burton
 
Work Harder and Harder
Work Harder and HarderWork Harder and Harder
Work Harder and Harderguest8391c0b
 
Six sigma for beginners
Six sigma for beginnersSix sigma for beginners
Six sigma for beginnersJasbir Arora
 
Introduction to Six Sigma.pptx
Introduction to Six Sigma.pptxIntroduction to Six Sigma.pptx
Introduction to Six Sigma.pptxAshweeniTiwari
 

Similar to Applying Lean Sigma Into Validation (20)

Lean Six Sigma- Internal Training Slides-2.pptx
Lean Six Sigma- Internal Training Slides-2.pptxLean Six Sigma- Internal Training Slides-2.pptx
Lean Six Sigma- Internal Training Slides-2.pptx
 
Basic Six Sigma Presentation
Basic Six Sigma PresentationBasic Six Sigma Presentation
Basic Six Sigma Presentation
 
Sixsigma
SixsigmaSixsigma
Sixsigma
 
Six Sigma For Managers
Six Sigma For Managers Six Sigma For Managers
Six Sigma For Managers
 
Six sigma vs kaizen
Six sigma vs kaizenSix sigma vs kaizen
Six sigma vs kaizen
 
Six Sigma Vs Kaizen
Six Sigma Vs KaizenSix Sigma Vs Kaizen
Six Sigma Vs Kaizen
 
Lean Six Sigma Overview
Lean Six Sigma OverviewLean Six Sigma Overview
Lean Six Sigma Overview
 
Lean 6 Sigma Searchtec
Lean 6 Sigma SearchtecLean 6 Sigma Searchtec
Lean 6 Sigma Searchtec
 
Lean 6 Sigma On Line Training From Searchtec
Lean 6 Sigma On Line Training From SearchtecLean 6 Sigma On Line Training From Searchtec
Lean 6 Sigma On Line Training From Searchtec
 
00 Vital Links Lean Six Sigma Change Acceleration 38 Pgs
00 Vital Links Lean Six Sigma Change Acceleration 38 Pgs00 Vital Links Lean Six Sigma Change Acceleration 38 Pgs
00 Vital Links Lean Six Sigma Change Acceleration 38 Pgs
 
Six Sigma For Managers 185
Six Sigma For Managers 185Six Sigma For Managers 185
Six Sigma For Managers 185
 
Six Sigma For Managers
Six Sigma For ManagersSix Sigma For Managers
Six Sigma For Managers
 
U20
U20U20
U20
 
6 Sigma and Kaizen.pptx
6 Sigma and Kaizen.pptx6 Sigma and Kaizen.pptx
6 Sigma and Kaizen.pptx
 
Workharderand Harder
Workharderand HarderWorkharderand Harder
Workharderand Harder
 
Work Harder and Harder
Work Harder and HarderWork Harder and Harder
Work Harder and Harder
 
Six sigma for beginners
Six sigma for beginnersSix sigma for beginners
Six sigma for beginners
 
Introduction to Six Sigma.pptx
Introduction to Six Sigma.pptxIntroduction to Six Sigma.pptx
Introduction to Six Sigma.pptx
 
six sigma
six sigmasix sigma
six sigma
 
Six sigma..
Six sigma..Six sigma..
Six sigma..
 

Recently uploaded

Falcon Invoice Discounting: The best investment platform in india for investors
Falcon Invoice Discounting: The best investment platform in india for investorsFalcon Invoice Discounting: The best investment platform in india for investors
Falcon Invoice Discounting: The best investment platform in india for investorsFalcon Invoice Discounting
 
Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...
Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...
Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...lizamodels9
 
Call Girls Ludhiana Just Call 98765-12871 Top Class Call Girl Service Available
Call Girls Ludhiana Just Call 98765-12871 Top Class Call Girl Service AvailableCall Girls Ludhiana Just Call 98765-12871 Top Class Call Girl Service Available
Call Girls Ludhiana Just Call 98765-12871 Top Class Call Girl Service AvailableSeo
 
Mondelez State of Snacking and Future Trends 2023
Mondelez State of Snacking and Future Trends 2023Mondelez State of Snacking and Future Trends 2023
Mondelez State of Snacking and Future Trends 2023Neil Kimberley
 
Call Girls In Panjim North Goa 9971646499 Genuine Service
Call Girls In Panjim North Goa 9971646499 Genuine ServiceCall Girls In Panjim North Goa 9971646499 Genuine Service
Call Girls In Panjim North Goa 9971646499 Genuine Serviceritikaroy0888
 
Organizational Transformation Lead with Culture
Organizational Transformation Lead with CultureOrganizational Transformation Lead with Culture
Organizational Transformation Lead with CultureSeta Wicaksana
 
Famous Olympic Siblings from the 21st Century
Famous Olympic Siblings from the 21st CenturyFamous Olympic Siblings from the 21st Century
Famous Olympic Siblings from the 21st Centuryrwgiffor
 
Falcon's Invoice Discounting: Your Path to Prosperity
Falcon's Invoice Discounting: Your Path to ProsperityFalcon's Invoice Discounting: Your Path to Prosperity
Falcon's Invoice Discounting: Your Path to Prosperityhemanthkumar470700
 
Uneak White's Personal Brand Exploration Presentation
Uneak White's Personal Brand Exploration PresentationUneak White's Personal Brand Exploration Presentation
Uneak White's Personal Brand Exploration Presentationuneakwhite
 
How to Get Started in Social Media for Art League City
How to Get Started in Social Media for Art League CityHow to Get Started in Social Media for Art League City
How to Get Started in Social Media for Art League CityEric T. Tung
 
Katrina Personal Brand Project and portfolio 1
Katrina Personal Brand Project and portfolio 1Katrina Personal Brand Project and portfolio 1
Katrina Personal Brand Project and portfolio 1kcpayne
 
Call Girls Electronic City Just Call 👗 7737669865 👗 Top Class Call Girl Servi...
Call Girls Electronic City Just Call 👗 7737669865 👗 Top Class Call Girl Servi...Call Girls Electronic City Just Call 👗 7737669865 👗 Top Class Call Girl Servi...
Call Girls Electronic City Just Call 👗 7737669865 👗 Top Class Call Girl Servi...amitlee9823
 
FULL ENJOY Call Girls In Majnu Ka Tilla, Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Majnu Ka Tilla, Delhi Contact Us 8377877756FULL ENJOY Call Girls In Majnu Ka Tilla, Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Majnu Ka Tilla, Delhi Contact Us 8377877756dollysharma2066
 
A DAY IN THE LIFE OF A SALESMAN / WOMAN
A DAY IN THE LIFE OF A SALESMAN / WOMANA DAY IN THE LIFE OF A SALESMAN / WOMAN
A DAY IN THE LIFE OF A SALESMAN / WOMANIlamathiKannappan
 
BAGALUR CALL GIRL IN 98274*61493 ❤CALL GIRLS IN ESCORT SERVICE❤CALL GIRL
BAGALUR CALL GIRL IN 98274*61493 ❤CALL GIRLS IN ESCORT SERVICE❤CALL GIRLBAGALUR CALL GIRL IN 98274*61493 ❤CALL GIRLS IN ESCORT SERVICE❤CALL GIRL
BAGALUR CALL GIRL IN 98274*61493 ❤CALL GIRLS IN ESCORT SERVICE❤CALL GIRLkapoorjyoti4444
 
Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...
Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...
Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...Dave Litwiller
 
Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...
Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...
Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...lizamodels9
 
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756dollysharma2066
 

Recently uploaded (20)

Falcon Invoice Discounting: The best investment platform in india for investors
Falcon Invoice Discounting: The best investment platform in india for investorsFalcon Invoice Discounting: The best investment platform in india for investors
Falcon Invoice Discounting: The best investment platform in india for investors
 
Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...
Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...
Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...
 
Call Girls Ludhiana Just Call 98765-12871 Top Class Call Girl Service Available
Call Girls Ludhiana Just Call 98765-12871 Top Class Call Girl Service AvailableCall Girls Ludhiana Just Call 98765-12871 Top Class Call Girl Service Available
Call Girls Ludhiana Just Call 98765-12871 Top Class Call Girl Service Available
 
VVVIP Call Girls In Greater Kailash ➡️ Delhi ➡️ 9999965857 🚀 No Advance 24HRS...
VVVIP Call Girls In Greater Kailash ➡️ Delhi ➡️ 9999965857 🚀 No Advance 24HRS...VVVIP Call Girls In Greater Kailash ➡️ Delhi ➡️ 9999965857 🚀 No Advance 24HRS...
VVVIP Call Girls In Greater Kailash ➡️ Delhi ➡️ 9999965857 🚀 No Advance 24HRS...
 
Mondelez State of Snacking and Future Trends 2023
Mondelez State of Snacking and Future Trends 2023Mondelez State of Snacking and Future Trends 2023
Mondelez State of Snacking and Future Trends 2023
 
Call Girls In Panjim North Goa 9971646499 Genuine Service
Call Girls In Panjim North Goa 9971646499 Genuine ServiceCall Girls In Panjim North Goa 9971646499 Genuine Service
Call Girls In Panjim North Goa 9971646499 Genuine Service
 
Organizational Transformation Lead with Culture
Organizational Transformation Lead with CultureOrganizational Transformation Lead with Culture
Organizational Transformation Lead with Culture
 
Famous Olympic Siblings from the 21st Century
Famous Olympic Siblings from the 21st CenturyFamous Olympic Siblings from the 21st Century
Famous Olympic Siblings from the 21st Century
 
unwanted pregnancy Kit [+918133066128] Abortion Pills IN Dubai UAE Abudhabi
unwanted pregnancy Kit [+918133066128] Abortion Pills IN Dubai UAE Abudhabiunwanted pregnancy Kit [+918133066128] Abortion Pills IN Dubai UAE Abudhabi
unwanted pregnancy Kit [+918133066128] Abortion Pills IN Dubai UAE Abudhabi
 
Falcon's Invoice Discounting: Your Path to Prosperity
Falcon's Invoice Discounting: Your Path to ProsperityFalcon's Invoice Discounting: Your Path to Prosperity
Falcon's Invoice Discounting: Your Path to Prosperity
 
Uneak White's Personal Brand Exploration Presentation
Uneak White's Personal Brand Exploration PresentationUneak White's Personal Brand Exploration Presentation
Uneak White's Personal Brand Exploration Presentation
 
How to Get Started in Social Media for Art League City
How to Get Started in Social Media for Art League CityHow to Get Started in Social Media for Art League City
How to Get Started in Social Media for Art League City
 
Katrina Personal Brand Project and portfolio 1
Katrina Personal Brand Project and portfolio 1Katrina Personal Brand Project and portfolio 1
Katrina Personal Brand Project and portfolio 1
 
Call Girls Electronic City Just Call 👗 7737669865 👗 Top Class Call Girl Servi...
Call Girls Electronic City Just Call 👗 7737669865 👗 Top Class Call Girl Servi...Call Girls Electronic City Just Call 👗 7737669865 👗 Top Class Call Girl Servi...
Call Girls Electronic City Just Call 👗 7737669865 👗 Top Class Call Girl Servi...
 
FULL ENJOY Call Girls In Majnu Ka Tilla, Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Majnu Ka Tilla, Delhi Contact Us 8377877756FULL ENJOY Call Girls In Majnu Ka Tilla, Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Majnu Ka Tilla, Delhi Contact Us 8377877756
 
A DAY IN THE LIFE OF A SALESMAN / WOMAN
A DAY IN THE LIFE OF A SALESMAN / WOMANA DAY IN THE LIFE OF A SALESMAN / WOMAN
A DAY IN THE LIFE OF A SALESMAN / WOMAN
 
BAGALUR CALL GIRL IN 98274*61493 ❤CALL GIRLS IN ESCORT SERVICE❤CALL GIRL
BAGALUR CALL GIRL IN 98274*61493 ❤CALL GIRLS IN ESCORT SERVICE❤CALL GIRLBAGALUR CALL GIRL IN 98274*61493 ❤CALL GIRLS IN ESCORT SERVICE❤CALL GIRL
BAGALUR CALL GIRL IN 98274*61493 ❤CALL GIRLS IN ESCORT SERVICE❤CALL GIRL
 
Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...
Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...
Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...
 
Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...
Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...
Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...
 
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
 

Applying Lean Sigma Into Validation

  • 1. Applying Lean Sigma into Validation Thomas J Cornish PMP
  • 2.
  • 3.
  • 4.
  • 5.
  • 6. Basic Statistics NORMAL DISTRIBUTION Approximately 99.7% of the data (or virtually all) are between +/- 3 standard deviations from the mean when data is normally distributed. Mean -1s +1s 99.7% -2s +2s -3s +3s
  • 7. Process Capability LSL USL Poor Process Capability! Off Center, Spread Too Wide LSL USL Fair Process Capability! Off Center, Tight Spread LSL USL Fair Process Capability! Centered, Spread Too Wide LSL USL THE MISSION: Excellent Process Capability! Centered, Tight Spread Centering and Spread are critical components of Process Capability!
  • 8. Process Capability Process Capability Statistics The formula: USL - X Cpk-upper = 3  Cpk-overall = X – LSL min {Cpk-up, Cpk-lo} Cpk-lower = 3  *Note: we are working with continuous data only when computing a Cpk
  • 9.
  • 10.
  • 11.
  • 12. Lean Sigma Customer focus Culture Values and Mindset Capability Lean Sigma
  • 13.
  • 14.
  • 15.
  • 16.
  • 17.
  • 18.
  • 19.
  • 20.
  • 21.
  • 22.
  • 23.
  • 24.
  • 25.
  • 26.
  • 27.
  • 28.
  • 29.
  • 30.
  • 31.
  • 32.
  • 33.
  • 34.
  • 35.
  • 36.