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Six Sigma Awareness Programme
Contents ,[object Object],[object Object],[object Object],[object Object],[object Object]
Completely satisfying agreed customer requirements at the lowest internal cost. What is quality ? Quality is
Customer Focus Meeting customer requirements Achieve complete customer satisfaction Measure level of achievement Customer is the ultimate judge Customer Centric Quality
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Attitude & Discipline Quality Culture
ISO 9000 Total Quality Management Robust Designs CMM  Six Sigma Popular Quality Initiatives
What does our customer want from us? On Time Delivery Quality Reliability  Competitive Product Six sigma - the most effective tool to drive customer  benefits
Why  Six Sigma ?
Why Pursue Six Sigma? ,[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],Six Sigma Is A Journey ……. Not A Destination
What is  Six Sigma ?
[object Object],[object Object],[object Object],[object Object],[object Object],What is  6     ?
Six Sigma: Changing Focus from Output to Process Y  =  f (X) Y Effect Dependent Symptom Output Monitor X 1 …X N Cause Independent Problem Input-Process Control Identifying   and fixing root causes  will help us obtain the desired output
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],f(X) Y= To get results, should we focus our efforts on the Y or X ? The Focus of Six Sigma
From Pockets of controls Spotty use of QI tools Ship & Fix Attitude Ignore cost of poor Qual. Function focused values mind set & practices Guess work in decisions Change the scene To Customer recognized quality at all levels Disciplined and consistent use of proven tools Do it right first time Calculate and communicate to all employees. Process focused values mind set & practices Measure and analyze objective data to help decision making.
Eighty-Five percent of the reasons for failure to meet customer expectations are related to deficiencies in  systems and processes  … Rather than the  Employee. The role of Management is to change the  process  rather than  badgering individuals  to do better. So says Deming To
Target X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X Every Human Activity Has Variability... Six Sigma Concept Understanding Variability  & Customer Specification  Is The Essence of Six Sigma Customer Specification defects
6      Key Terms Concept Critical to Quality characteristics (CTQs) Unit Defect Defect Opportunities Definition Customer Performance req. of a product or service. The Item Produced Or Processed Any event that does not meet the specification of CTQ Any event that can be measured that provides a chance of not meeting a customer requirement.
DPMO  - Defects Per Million Opportunities Order of Magnitude Sigma 3   Spelling 1.5 misspelled words per page in a book Money $2.7 million debt per $1 billion assets Time 3 1/2 months per century DPMO 66,807 4   1 misspelled word per 30 pages in a book $63000 debt per $1 billion assets 2 1/2 days per century 6,210 5   1 misspelled word in the set of encyclopedias $570 debt per $1 billion assets 30 minutes per century 233 6   1 misspelled word in all the books of a small library $2 debt per $1 billion assets 6 seconds per century 3.4
6   Metric BenchMark Vision Philosophy Tool Method Goal Value Symbol
Leaders Team coaches Team leaders Team Members All Associates Champions Master Black Belt Black Belt Improvement Team Awareness Skills are differentiated for each audience Skill Levels
Design Design for six sigma Improvement DMAIC Management Process management Two Ways About it
Define Measure Analyze Improve Control The DMAIC Cycle
Define Measure Analyze Improve Control ,[object Object],[object Object],[object Object],[object Object],[object Object]
Define Measure Analyze Improve Control ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Define Measure Analyze Improve Control ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Define Measure Analyze Improve Control ,[object Object],[object Object],[object Object],[object Object],[object Object]
Define Measure Analyze Improve Control ,[object Object],[object Object],[object Object],[object Object],[object Object]
Define Measure Analyze Improve Control
Define Measure Analyze Improve Control The Define Phase
What is A Charter? A Charter is A Document That Provides Purpose And Goals For An  Improvement Team
Five Major Elements Of A Charter ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Problem And Goal Statements The Purpose Of The Problem Statement Is To Describe What Is Wrong The Goal Statement Then Defines The Team’s Improvement Objective
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Problem Statement
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Goal Statement
SMART Problem and Goal Statements S pecific M easurable A ttainable R elevant T ime   Bound
Poor Example Our customers are angry with us and late in paying their bill Better Example In the last 6 months 20% of our repeat customers are late (over 60 days) in paying our invoices. The current rate of late payments is up from 10% and represents 30% of our outstanding. This negatively affects our cash flow.
Project Scope ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Roles ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Milestones ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Los Angeles 50 Miles Long Beach 30 Miles
Define Measure Analyze Improve Control
Obtaining Information On Customer Needs ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Voice Of The Customer Sample Comments/Data “ I’m Tired Of Having To Write A Check For This Loan Every Two Weeks” “ The Survey Shows 47% Of Customers Rate Our Response Time As  ‘ Fair’ Or ‘Poor’ “ Why Don’t You Guys Get Your Act Together?!” “ The Phone Must Have Rung Six Times Before I Got An Answer” “ I’m Not That Satisfied With Your Service” How Do We Take Action On VOC Input?
Understanding Customer Needs Gather input on customer needs (Listen to the voice of the Customer) Analyze and translate VOC input into meaningful terms Define requirements for the processes, products or service Process for understanding needs
Translating VOC to requirement
Definition Of A Process A Process Is A Collection Of Activities That Takes One Or More Kinds Of  Input  And Creates  Output  That Is Of Value  To The  Customer
Process Mapping ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Business Process Mapping Requirements Requirements S I P O C Suppliers Inputs Process Outputs Customers Measures Measures Process Map
Measurement ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Input, Process And Output Measures Input  Measures Process  Measures Output  Measures The Key Quality And Delivery Requirements Placed On Your Suppliers Measures That Are Intended To Your Process. They Include Quality and Delivery Measures Important To Your Internal Customers As Well AS Waste And Cycle Time Measures. They Are Correlated To The Pertinent Output Measures Output Measures Are Measures Used To Determine How Well Customer  Needs And Requirements Are Met
Quality Measurement There Are Two Types Of Measures Effectiveness Measures: The Degree To Which Customer Needs And  Requirements Are Met And Exceeded Some Examples:  Percent Defective        Billing Accuracy    Response Time Efficiency Measures: The Amount Of Resources Allocated In Meeting And Exceeding Customer Requirements Some Examples:      Cost Per Transaction     Time Per Activity      Turnaround Time     Amount Of Rework
Principles Of Good Measures ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
“ Data Defined” Raw Facts - Qualitative Or Quantitative -Obtained By Observing A Population, Product, Process Or Service
5-Step Data Collection Process Clarify Data Collection Goals Develop Operational Definitions And Procedures Plan For Data Consistency And Stability Begin Data Collection Continue Improving Measurement Consistency
Sampling ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Define Measure Analyze Improve Control
Variation ,[object Object],[object Object],[object Object],[object Object],[object Object]
5 Ms & 1 P P R O C E S S Machines Materials Methods Measurement Mother Nature People
Types Of Data Anything That Results From Being Measured On A  Continuum Or Scale Example:  Continuous measure (Time To process) Anything That Can Be Categorized Or Designated As Either/Or Examples:  Male/Female  Accept/Reject  Off/On  Yes/No  Defect/No Defect  Democrat/Republican  Day Of Week (M/T/W/Th/F)   Variable Or Continuous Attribute Or Discrete
Two Types of Variation
-3s -2s -1s X 1s 2s 3s Normal Curve and Sigma 0.13% 2.14% 13.60% 34.13% 34.13% 13.60% 2.14% 0.13% 68.26% 95.46% 99.73% 1 Sigma 2 Sigma 3 Sigma 6 Sigma implies +  6 not  +  3
Improvement Focussed Scale Percent DPMO  93% 98% 99% 99.87% 99.9997% 66,807 22,750 6,210 1,350 3.4 3.0 3.5 4.0 4.5 6.0
Calculating Process Sigma Number Of Units Processed N = 500 Number Of Defects Made D = 57 Number Of Defect Opportunities Per Unit O = 3 Solve For Defects Per Million Opportunities D * 1000000   N * O 57 * 1000000   500 * 3 38,000 Looked up in Sigma Conversion Table 3.3
Tools of Analysis - Histograms # Of Occurances # Of Days
Tools of Analysis - Pareto Chart # Of Occurances # Of Days • • • • • •
Tools of Analysis - Run Charts Voltage Hour of Day • • • • • • • • • • • • • • • • • •
Tools of Analysis - Run Charts Voltage Hour of Day • • • • • • • • • • • • • • • • • •
Root Cause Analysis ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Cause & Effect Diagrams Effect Y Measurement Methods Machinery Mother Nature People Materials Potential  Causes  (Xs)
Value-Added Analysis What Constitutes Value-Added Work? 1. The Thing Passing Through The Process Is Physically Changed 2 The Customer Is Willing To Pay For It. 3. It Is Done Right The First Time
Define Measure Analyze Improve Control
Road Map: Improve   Generate Solutions Select Solutions Plan Implementation Generate Ideas Assumption Busting Synthesize Solutions Narrow List of Solutions Solution Criteria Validated Solution Piloting Project Planning Change Management Potential Problem  Analysis
Improvement Targets  Good Targets Include A Desired Performance Level And Point In Time Frame For Its Achievement All Targets Are Moving, What Is Good Enough  Next Year Probably Will Not Be Good Enough  The Following Year
DMAIC OR DFSS   Define Improve Verify Design Analyze Measure Control Measure Analyze Does A Process Exist? Is Incr. Improvement Enough? Yes No Yes No
Scamper  S = Substitute C = Combine A = Adapt M = Modify P = Put To Other Use E = Eliminate R = Rearrange
Define Measure Analyze Improve Control
Control  Institutionalize The Improvement And Implement Ongoing Monitoring Developed, Documented And Implemented An Ongoing Process Monitoring Plan Standardize The Process Procedures Documented Response Plan Developed And Deployed
T h e  W a y  W e  W o r k
Thanks for your time

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Six sigma awareness

  • 2.
  • 3. Completely satisfying agreed customer requirements at the lowest internal cost. What is quality ? Quality is
  • 4. Customer Focus Meeting customer requirements Achieve complete customer satisfaction Measure level of achievement Customer is the ultimate judge Customer Centric Quality
  • 5.
  • 6. ISO 9000 Total Quality Management Robust Designs CMM Six Sigma Popular Quality Initiatives
  • 7. What does our customer want from us? On Time Delivery Quality Reliability Competitive Product Six sigma - the most effective tool to drive customer benefits
  • 8. Why Six Sigma ?
  • 9.
  • 10. What is Six Sigma ?
  • 11.
  • 12. Six Sigma: Changing Focus from Output to Process Y = f (X) Y Effect Dependent Symptom Output Monitor X 1 …X N Cause Independent Problem Input-Process Control Identifying and fixing root causes will help us obtain the desired output
  • 13.
  • 14. From Pockets of controls Spotty use of QI tools Ship & Fix Attitude Ignore cost of poor Qual. Function focused values mind set & practices Guess work in decisions Change the scene To Customer recognized quality at all levels Disciplined and consistent use of proven tools Do it right first time Calculate and communicate to all employees. Process focused values mind set & practices Measure and analyze objective data to help decision making.
  • 15. Eighty-Five percent of the reasons for failure to meet customer expectations are related to deficiencies in systems and processes … Rather than the Employee. The role of Management is to change the process rather than badgering individuals to do better. So says Deming To
  • 16. Target X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X Every Human Activity Has Variability... Six Sigma Concept Understanding Variability & Customer Specification Is The Essence of Six Sigma Customer Specification defects
  • 17. 6  Key Terms Concept Critical to Quality characteristics (CTQs) Unit Defect Defect Opportunities Definition Customer Performance req. of a product or service. The Item Produced Or Processed Any event that does not meet the specification of CTQ Any event that can be measured that provides a chance of not meeting a customer requirement.
  • 18. DPMO - Defects Per Million Opportunities Order of Magnitude Sigma 3  Spelling 1.5 misspelled words per page in a book Money $2.7 million debt per $1 billion assets Time 3 1/2 months per century DPMO 66,807 4  1 misspelled word per 30 pages in a book $63000 debt per $1 billion assets 2 1/2 days per century 6,210 5  1 misspelled word in the set of encyclopedias $570 debt per $1 billion assets 30 minutes per century 233 6  1 misspelled word in all the books of a small library $2 debt per $1 billion assets 6 seconds per century 3.4
  • 19. 6  Metric BenchMark Vision Philosophy Tool Method Goal Value Symbol
  • 20. Leaders Team coaches Team leaders Team Members All Associates Champions Master Black Belt Black Belt Improvement Team Awareness Skills are differentiated for each audience Skill Levels
  • 21. Design Design for six sigma Improvement DMAIC Management Process management Two Ways About it
  • 22. Define Measure Analyze Improve Control The DMAIC Cycle
  • 23.
  • 24.
  • 25.
  • 26.
  • 27.
  • 28. Define Measure Analyze Improve Control
  • 29. Define Measure Analyze Improve Control The Define Phase
  • 30. What is A Charter? A Charter is A Document That Provides Purpose And Goals For An Improvement Team
  • 31.
  • 32. Problem And Goal Statements The Purpose Of The Problem Statement Is To Describe What Is Wrong The Goal Statement Then Defines The Team’s Improvement Objective
  • 33.
  • 34.
  • 35. SMART Problem and Goal Statements S pecific M easurable A ttainable R elevant T ime Bound
  • 36. Poor Example Our customers are angry with us and late in paying their bill Better Example In the last 6 months 20% of our repeat customers are late (over 60 days) in paying our invoices. The current rate of late payments is up from 10% and represents 30% of our outstanding. This negatively affects our cash flow.
  • 37.
  • 38.
  • 39.
  • 40. Define Measure Analyze Improve Control
  • 41.
  • 42. Voice Of The Customer Sample Comments/Data “ I’m Tired Of Having To Write A Check For This Loan Every Two Weeks” “ The Survey Shows 47% Of Customers Rate Our Response Time As ‘ Fair’ Or ‘Poor’ “ Why Don’t You Guys Get Your Act Together?!” “ The Phone Must Have Rung Six Times Before I Got An Answer” “ I’m Not That Satisfied With Your Service” How Do We Take Action On VOC Input?
  • 43. Understanding Customer Needs Gather input on customer needs (Listen to the voice of the Customer) Analyze and translate VOC input into meaningful terms Define requirements for the processes, products or service Process for understanding needs
  • 44. Translating VOC to requirement
  • 45. Definition Of A Process A Process Is A Collection Of Activities That Takes One Or More Kinds Of Input And Creates Output That Is Of Value To The Customer
  • 46.
  • 47. Business Process Mapping Requirements Requirements S I P O C Suppliers Inputs Process Outputs Customers Measures Measures Process Map
  • 48.
  • 49. Input, Process And Output Measures Input Measures Process Measures Output Measures The Key Quality And Delivery Requirements Placed On Your Suppliers Measures That Are Intended To Your Process. They Include Quality and Delivery Measures Important To Your Internal Customers As Well AS Waste And Cycle Time Measures. They Are Correlated To The Pertinent Output Measures Output Measures Are Measures Used To Determine How Well Customer Needs And Requirements Are Met
  • 50. Quality Measurement There Are Two Types Of Measures Effectiveness Measures: The Degree To Which Customer Needs And Requirements Are Met And Exceeded Some Examples:  Percent Defective  Billing Accuracy  Response Time Efficiency Measures: The Amount Of Resources Allocated In Meeting And Exceeding Customer Requirements Some Examples:  Cost Per Transaction  Time Per Activity  Turnaround Time  Amount Of Rework
  • 51.
  • 52. “ Data Defined” Raw Facts - Qualitative Or Quantitative -Obtained By Observing A Population, Product, Process Or Service
  • 53. 5-Step Data Collection Process Clarify Data Collection Goals Develop Operational Definitions And Procedures Plan For Data Consistency And Stability Begin Data Collection Continue Improving Measurement Consistency
  • 54.
  • 55. Define Measure Analyze Improve Control
  • 56.
  • 57. 5 Ms & 1 P P R O C E S S Machines Materials Methods Measurement Mother Nature People
  • 58. Types Of Data Anything That Results From Being Measured On A Continuum Or Scale Example:  Continuous measure (Time To process) Anything That Can Be Categorized Or Designated As Either/Or Examples:  Male/Female  Accept/Reject  Off/On  Yes/No  Defect/No Defect  Democrat/Republican  Day Of Week (M/T/W/Th/F) Variable Or Continuous Attribute Or Discrete
  • 59. Two Types of Variation
  • 60. -3s -2s -1s X 1s 2s 3s Normal Curve and Sigma 0.13% 2.14% 13.60% 34.13% 34.13% 13.60% 2.14% 0.13% 68.26% 95.46% 99.73% 1 Sigma 2 Sigma 3 Sigma 6 Sigma implies + 6 not + 3
  • 61. Improvement Focussed Scale Percent DPMO  93% 98% 99% 99.87% 99.9997% 66,807 22,750 6,210 1,350 3.4 3.0 3.5 4.0 4.5 6.0
  • 62. Calculating Process Sigma Number Of Units Processed N = 500 Number Of Defects Made D = 57 Number Of Defect Opportunities Per Unit O = 3 Solve For Defects Per Million Opportunities D * 1000000 N * O 57 * 1000000 500 * 3 38,000 Looked up in Sigma Conversion Table 3.3
  • 63. Tools of Analysis - Histograms # Of Occurances # Of Days
  • 64. Tools of Analysis - Pareto Chart # Of Occurances # Of Days • • • • • •
  • 65. Tools of Analysis - Run Charts Voltage Hour of Day • • • • • • • • • • • • • • • • • •
  • 66. Tools of Analysis - Run Charts Voltage Hour of Day • • • • • • • • • • • • • • • • • •
  • 67.
  • 68. Cause & Effect Diagrams Effect Y Measurement Methods Machinery Mother Nature People Materials Potential Causes (Xs)
  • 69. Value-Added Analysis What Constitutes Value-Added Work? 1. The Thing Passing Through The Process Is Physically Changed 2 The Customer Is Willing To Pay For It. 3. It Is Done Right The First Time
  • 70. Define Measure Analyze Improve Control
  • 71. Road Map: Improve Generate Solutions Select Solutions Plan Implementation Generate Ideas Assumption Busting Synthesize Solutions Narrow List of Solutions Solution Criteria Validated Solution Piloting Project Planning Change Management Potential Problem Analysis
  • 72. Improvement Targets Good Targets Include A Desired Performance Level And Point In Time Frame For Its Achievement All Targets Are Moving, What Is Good Enough Next Year Probably Will Not Be Good Enough The Following Year
  • 73. DMAIC OR DFSS Define Improve Verify Design Analyze Measure Control Measure Analyze Does A Process Exist? Is Incr. Improvement Enough? Yes No Yes No
  • 74. Scamper S = Substitute C = Combine A = Adapt M = Modify P = Put To Other Use E = Eliminate R = Rearrange
  • 75. Define Measure Analyze Improve Control
  • 76. Control Institutionalize The Improvement And Implement Ongoing Monitoring Developed, Documented And Implemented An Ongoing Process Monitoring Plan Standardize The Process Procedures Documented Response Plan Developed And Deployed
  • 77. T h e W a y W e W o r k