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EBSL
       Intro to Six Sigma

       EBSL Technologies Int'l
            www.ebsltechnologies.com
            internal consultant training
                IT Operations

               Training
             Presented by

       Jon CRG Shende FBCS CITP
           Director IT Services
                   October 2008
EBSL
              Six (6) Sigma- History
   Sigma as a measurement standard can be traced back to Carl Frederick Gauss
   (1777-1885). He introduced the concept of the normal curve

   Sigma as a measurement standard i.e. product variation, can be traced to
   Walter Shewhart in the 1920's who demonstrated that three sigma from the
   mean is the point where a process requires correction

   However credit for coining of the term “Six Sigma” goes to a Motorola
   engineer named Bill Smith

   Other prominent contributors to 6 sigma are, Mikel Harry, the Japanese,
   Unisys Corp in 1988 & Asea Brown Boveri(ABB) in 1993

   ABB gave Six Sigma its final finishing touch by putting emphasis on
   customer satisfaction

                                                                              2
EBSL
                 What is Six (6) Sigma?
   Six(6) Sigma is a highly statistical methodology which provide an
   organization with tools to improve business processes
   It prioritizes projects and aligning resources to support key strategic
   initiatives
   Six (6) Sigma aims to increase performances and decrease process variations
   leading to
        - defect reductions
        - improvement in profits
        - improved employee morale and
        - improving an organization's quality of product or services
                                                                                 3
EBSL
                           Six (6) Sigma

   Six (6) Sigma is a customer-centric process which can
       1. Yield major returns on investment from projects
       2. Changes how management functions
       3. Increase customer satisfaction e.g. a 5% increase in customer retention
         has shown to increase profits by more than 25%
        There is an estimate that companies lose 15-20% of revenues each year
        due to ineffective and inefficient processes
       4. Conduct measurable tracking to show what processes are working and
         which are not – speeding up significant improvement


                                                                                    4
EBSL
              EBSL & Six (6) Sigma
Improve and increase customer acquisition
Build a culture of ownership and empowerment
Ensure a seamless integration of organizational processes
Accelerate revenue growth and sustain our profitability in the long term

Implementation

Focus on customer driven service and excellence
Improve customer satisfaction level
Improve customer referral
Ensure quality in deliverables
Manage cost of quality

Six Sigma can be used to achieve a

Quality Framework -iQMS
                                                                           5
EBSL
              Roles and Responsibility

Deployment         Identify and Prioritize Projects by Division
Manager            Assign & review activities of Black Belts

Champions/         Facilitate Project Implementation & Key Stakeholder
Sponsors

Master Black Belts Mentor/coach Black Belts
                   Teach Six Sigma techniques


Black Belts        Lead 4-6 strategic improvement projects/year
                   Seasoned expert in Six Sigma techniques
                   Help local organization in Six Sigma disciplines

Green Belts        Domain Experts-Spend 20-30% time on a Project

                                                                         6
EBSL
                  6 Sigma Methodologies

Two basic methodologies are DMAIC & DMADV
   Define, Measure, Analyze, Improve and Control most common method
   DMAIC is robust,provides a framework and checklist to prevent critical steps
   from being missed. It also defines CTQs 1st
   CTQs key drivers provides data on process performance
   This data can be used to improve process performance

 Define project         Measure current situation         Analyze to identify causes


   Improve                      Control

                          DMAIC Flow Diagram                                      7
EBSL
                                       DMAIC Flow

    Define               Measure                 Analyze                   Improve                Control

Value Stream Map      Ops Definitions        Pareto Charts              Brainstorming         Control Charts
Financial Analysis    Data Collection Plan   C&E Matrix                 Benchmarking          Standard Operating
Charter Form          Pareto Chart           Fishbone Diagrams          Process Improvement    Procedures (SOP’s)
Stakeholder Analysis Histogram               Brainstorming               Techniques           Training Plan
Communication Plan Box Plot                  Detailed ‘As-Is’ Process   Line Balancing        Communication Plan
SIPOC Map             Stat Sampling           Maps                      Process Flow          Implementation Plan
High-Level Process Measurement System        Basic Statistical Tools     Improvement          Visual Process
Map                    Analysis              Non Value-Added            Constraint             Control
Non-Value Added       Setup Reduction         Analysis                   Identification       Mistake-Proofing
Analysis              Kaizen                 Hypothesis Testing         Operations Planning   Process Control Plans
VOC and Kano          Control Charts         Confidence Intervals       FMEA                  Project
Analysis              Process Capability     FMEA                       Solution Selection     Commissioning
Lean Quality Function                        Simple & Multiple           Matrix               Project Replication
Deployment (QFD)                              Regression                Process Maps          Plan-Do-Check-Act
RACI & Quad Charts                           One way ANOVA              Simulation
                                             Supply Chain Analysis      Piloting


                       Adapted from Lean Six Sigma for Service by Michael George                             8
EBSL
                 Some 6 Sigma Tools
                                CTQ Diagram
CTQs influenced by VOC and customers view of quality

It is specific and measurable

Can be defined via specification to determine whether CTQ characteristic has
been met

VOC
                                                 CTQ
          Need                                                   CTQ

                      Driver        CTQ          CTQ
                                                                 CTQ
                                                  CTQ
                                                                               9
EBSL
                      Some 6 Sigma Tools
                              Ishikawa (Fishbone) Diagram

A visual tool used to logically organize and brainstorm possible causes to address a specific
problem or effect.
                    Ishikawa Diagram helps in identifying root causes


           Primary Cause
                                                           Secondary Cause



      Backbone                                                         Problem




                                                    Root Cause
                                                                                            10
EBSL
                        Some 6 Sigma Tools

Parento Chart

A Parento Chart is a vertical bar graph where the y axis represents the frequency or impact of
problems. They are arranged in descending order of height from left to right.

This chart addresses Causal Analysis and Resolution and helps to identify vital causes
responsible for 80% of the defects
                   35                                                100%
                   30
                                                                     80%
                   25
                   20                                                60%
                   15                                                40%
                   10
                                                                     20%
                    5
                    0                                                0%
                         L    K    A      F   B   C   G    R    D
                                                                                            11
                              Frequency       Cumulative Frequency
EBSL
                       Some 6 Sigma Tools
Control Chart: This is a graphical plot of a parameter over time used to identify assignable
variations allowing adjustments to the process being monitored
They are the primary tools used for Statistical process Control and can be used to
quantitatively manage a project’s defined process. This to achieve a project’s established
quality and process-performance objectives

We can use this in tandem with a Control – Impact Matrix
                                                                Control


                          Vital Few               Cost Ineffective
                     High Control – High      Low Control – High Impact
                           Impact
          Impact




                        Cost Ineffective          Trivial Many
                   High Control – Low Impact Low Control – Low Impact

                                                                                           12
EBSL
                 Some 6 Sigma Tools

- The Potential-Problem Analysis (PPA) method provides a challenging analysis of a
  developed idea or action in order to pre-empt any potential for going wrong
  PPA helps in addressing areas within Risk Management by listing possible causes for
  each potential problem and developing preventive actions and contingency plans
- FMEA helps achieve specific goals of Risk Management. It identifies potential failure
  modes and rates the severity of their effect. It outputs an objective evaluation of cause
  occurrence with an ability to detect when those causes occur. It ranks the order of
  potential product and process deficiencies and focuses on eliminating product and
  process concerns



                                                                                        13
EBSL
                                        FMEA
Failure Mode
The manner in which a service does not meet a customer’s expectations

Effects Analysis
A study of the effects of failure on the function or purpose of a service.

Increases the likelihood that potential failures, their effects and causes are considered prior to a
final execution of product or services, by ensuring proper planning of preventive actions

Key to its success are effective time management, focusing on decisions driven by data, using
this data to verify the relationships between root causes as well as establishing criteria ratings
and mapping effective preventive actions

An FMEA can also be used as to gauge the starting point for later control plans, trouble-
shooting guides or preventive maintenance plans and is best applied in an iterative process
containing detailed information about a product or process
                                                                                              14
EBSL
           6 Sigma as a Management System

       Management should implement 6 Sigma as a means of responding to critical
   organizational needs by integrating proactive, customer-focused management
   into our daily routine.
       Six Sigma as a management system is not owned by senior or middle
   management
       It is a discovery processes integrating solutions, ideas, and improvements
   that take place at the front lines of the organization




                                                                                    15
EBSL
                                Practical Exercise

       -Define Suppliers-Inputs-Process-Ouputs-Customers ( SIPOC) & CTQs
        SIPOC can be seen as a high-level process map; process is defined as [Y = f(X)]
       -Prioritize SIPOC Input & Output
       Define Processes (Value Added Chain Diagram- VACD / BPMN)
       Generate RA(S)CI Chart [role and responsibility reporting]
       -Navigate to Fishbone
       -Assign & define details for Critical Factor
       -Allocate Critical Factors to processes (VACD / BPM)
       -- Design Critical to Quality-Tree(CTQ-Tree)
       -- Improve processes


                                                                                          16

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Ebsl Technologies Six (6) Sigma

  • 1. EBSL Intro to Six Sigma EBSL Technologies Int'l www.ebsltechnologies.com internal consultant training IT Operations Training Presented by Jon CRG Shende FBCS CITP Director IT Services October 2008
  • 2. EBSL Six (6) Sigma- History Sigma as a measurement standard can be traced back to Carl Frederick Gauss (1777-1885). He introduced the concept of the normal curve Sigma as a measurement standard i.e. product variation, can be traced to Walter Shewhart in the 1920's who demonstrated that three sigma from the mean is the point where a process requires correction However credit for coining of the term “Six Sigma” goes to a Motorola engineer named Bill Smith Other prominent contributors to 6 sigma are, Mikel Harry, the Japanese, Unisys Corp in 1988 & Asea Brown Boveri(ABB) in 1993 ABB gave Six Sigma its final finishing touch by putting emphasis on customer satisfaction 2
  • 3. EBSL What is Six (6) Sigma? Six(6) Sigma is a highly statistical methodology which provide an organization with tools to improve business processes It prioritizes projects and aligning resources to support key strategic initiatives Six (6) Sigma aims to increase performances and decrease process variations leading to - defect reductions - improvement in profits - improved employee morale and - improving an organization's quality of product or services 3
  • 4. EBSL Six (6) Sigma Six (6) Sigma is a customer-centric process which can 1. Yield major returns on investment from projects 2. Changes how management functions 3. Increase customer satisfaction e.g. a 5% increase in customer retention has shown to increase profits by more than 25% There is an estimate that companies lose 15-20% of revenues each year due to ineffective and inefficient processes 4. Conduct measurable tracking to show what processes are working and which are not – speeding up significant improvement 4
  • 5. EBSL EBSL & Six (6) Sigma Improve and increase customer acquisition Build a culture of ownership and empowerment Ensure a seamless integration of organizational processes Accelerate revenue growth and sustain our profitability in the long term Implementation Focus on customer driven service and excellence Improve customer satisfaction level Improve customer referral Ensure quality in deliverables Manage cost of quality Six Sigma can be used to achieve a Quality Framework -iQMS 5
  • 6. EBSL Roles and Responsibility Deployment Identify and Prioritize Projects by Division Manager Assign & review activities of Black Belts Champions/ Facilitate Project Implementation & Key Stakeholder Sponsors Master Black Belts Mentor/coach Black Belts Teach Six Sigma techniques Black Belts Lead 4-6 strategic improvement projects/year Seasoned expert in Six Sigma techniques Help local organization in Six Sigma disciplines Green Belts Domain Experts-Spend 20-30% time on a Project 6
  • 7. EBSL 6 Sigma Methodologies Two basic methodologies are DMAIC & DMADV Define, Measure, Analyze, Improve and Control most common method DMAIC is robust,provides a framework and checklist to prevent critical steps from being missed. It also defines CTQs 1st CTQs key drivers provides data on process performance This data can be used to improve process performance Define project Measure current situation Analyze to identify causes Improve Control DMAIC Flow Diagram 7
  • 8. EBSL DMAIC Flow Define Measure Analyze Improve Control Value Stream Map Ops Definitions Pareto Charts Brainstorming Control Charts Financial Analysis Data Collection Plan C&E Matrix Benchmarking Standard Operating Charter Form Pareto Chart Fishbone Diagrams Process Improvement Procedures (SOP’s) Stakeholder Analysis Histogram Brainstorming Techniques Training Plan Communication Plan Box Plot Detailed ‘As-Is’ Process Line Balancing Communication Plan SIPOC Map Stat Sampling Maps Process Flow Implementation Plan High-Level Process Measurement System Basic Statistical Tools Improvement Visual Process Map Analysis Non Value-Added Constraint Control Non-Value Added Setup Reduction Analysis Identification Mistake-Proofing Analysis Kaizen Hypothesis Testing Operations Planning Process Control Plans VOC and Kano Control Charts Confidence Intervals FMEA Project Analysis Process Capability FMEA Solution Selection Commissioning Lean Quality Function Simple & Multiple Matrix Project Replication Deployment (QFD) Regression Process Maps Plan-Do-Check-Act RACI & Quad Charts One way ANOVA Simulation Supply Chain Analysis Piloting Adapted from Lean Six Sigma for Service by Michael George 8
  • 9. EBSL Some 6 Sigma Tools CTQ Diagram CTQs influenced by VOC and customers view of quality It is specific and measurable Can be defined via specification to determine whether CTQ characteristic has been met VOC CTQ Need CTQ Driver CTQ CTQ CTQ CTQ 9
  • 10. EBSL Some 6 Sigma Tools Ishikawa (Fishbone) Diagram A visual tool used to logically organize and brainstorm possible causes to address a specific problem or effect. Ishikawa Diagram helps in identifying root causes Primary Cause Secondary Cause Backbone Problem Root Cause 10
  • 11. EBSL Some 6 Sigma Tools Parento Chart A Parento Chart is a vertical bar graph where the y axis represents the frequency or impact of problems. They are arranged in descending order of height from left to right. This chart addresses Causal Analysis and Resolution and helps to identify vital causes responsible for 80% of the defects 35 100% 30 80% 25 20 60% 15 40% 10 20% 5 0 0% L K A F B C G R D 11 Frequency Cumulative Frequency
  • 12. EBSL Some 6 Sigma Tools Control Chart: This is a graphical plot of a parameter over time used to identify assignable variations allowing adjustments to the process being monitored They are the primary tools used for Statistical process Control and can be used to quantitatively manage a project’s defined process. This to achieve a project’s established quality and process-performance objectives We can use this in tandem with a Control – Impact Matrix Control Vital Few Cost Ineffective High Control – High Low Control – High Impact Impact Impact Cost Ineffective Trivial Many High Control – Low Impact Low Control – Low Impact 12
  • 13. EBSL Some 6 Sigma Tools - The Potential-Problem Analysis (PPA) method provides a challenging analysis of a developed idea or action in order to pre-empt any potential for going wrong PPA helps in addressing areas within Risk Management by listing possible causes for each potential problem and developing preventive actions and contingency plans - FMEA helps achieve specific goals of Risk Management. It identifies potential failure modes and rates the severity of their effect. It outputs an objective evaluation of cause occurrence with an ability to detect when those causes occur. It ranks the order of potential product and process deficiencies and focuses on eliminating product and process concerns 13
  • 14. EBSL FMEA Failure Mode The manner in which a service does not meet a customer’s expectations Effects Analysis A study of the effects of failure on the function or purpose of a service. Increases the likelihood that potential failures, their effects and causes are considered prior to a final execution of product or services, by ensuring proper planning of preventive actions Key to its success are effective time management, focusing on decisions driven by data, using this data to verify the relationships between root causes as well as establishing criteria ratings and mapping effective preventive actions An FMEA can also be used as to gauge the starting point for later control plans, trouble- shooting guides or preventive maintenance plans and is best applied in an iterative process containing detailed information about a product or process 14
  • 15. EBSL 6 Sigma as a Management System Management should implement 6 Sigma as a means of responding to critical organizational needs by integrating proactive, customer-focused management into our daily routine. Six Sigma as a management system is not owned by senior or middle management It is a discovery processes integrating solutions, ideas, and improvements that take place at the front lines of the organization 15
  • 16. EBSL Practical Exercise -Define Suppliers-Inputs-Process-Ouputs-Customers ( SIPOC) & CTQs SIPOC can be seen as a high-level process map; process is defined as [Y = f(X)] -Prioritize SIPOC Input & Output Define Processes (Value Added Chain Diagram- VACD / BPMN) Generate RA(S)CI Chart [role and responsibility reporting] -Navigate to Fishbone -Assign & define details for Critical Factor -Allocate Critical Factors to processes (VACD / BPM) -- Design Critical to Quality-Tree(CTQ-Tree) -- Improve processes 16