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Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page
GENAXISSDNBHDPROPRIETARYINFORMATION
The information contained in this document is GENAXIS proprietary information and is disclosed in confidence. It is the property of GENAXIS and shall not be used, disclosed to others or
reproduced without the express written consent of GENAXIS. If consent is given for reproduction in whole or in part, this notice and the notice set forth on each page of this document shall
appear in any such reproduction in whole or in part. The information contained in this document may also be controlled by Malaysia export control laws. Unauthorized export or re-
export is prohibited.
Six Sigma Champion Training
Module
ProcessOptimization. CostReduction
Innovation
Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page
TOPIC OBJECTIVE
To get an overview of
expectations as a Six Sigma
Project Champion
• By the end of this Champion Module, you would:
• have familiarised with the roles and responsibilities
as a Champion
• be able to select project and team
• have fully acquainted with the objective, main
activities, deliverables and tools of each DMAIC
phase
• be able to conduct tollgate session
Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page
Day One
Define
• Road map
• Team Chartering
• Selecting Projects
• What is a Customer
• QFD
• Process Mapping
Day Two
Measure
Road map
Measurement
Basic Statistics
Variations
Data Collection
Gage R&R
Analyze
• Road map
• Graphical Tools
• 6 Sigma Calculation
• Root Cause Analysis
• Hypothesis Testing
• DOE
• Regression
• Summary
Control
• Road map
• SPC
• Error Proofing
•Summary
Champions Training Agenda
Improve
Road map
Develop Solution
New Process Map
Implementation
Plan
Summary
Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page
Role of a Six Sigma Champion
• Select Most Appropriate Process Areas/KPI for improvement
using Six Sigma. These Performance indicators are typically tied
to Strategic Intent of the firm and derived from Goals
&Objectives at the top level. They are intended to bring
strategic or tactical or operational benefits to the business or to
the customer.
• Approve Scope, Targets & Schedule of the Six Sigma Project
• Select Most appropriate resources to execute the project as
Green/Black Belt
• Act on Escalations provided by MBB via coaching/tollgate reports
by Removing Bottlenecks & providing resources to the project
teams.
• Help the Project team in implementing & institutionalizing
solutions by providing necessary approvals & resources.
Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page
WHAT IS SIX SIGMA?
•Six Sigma is a Metric of Capability &
Performance.
•Higher the Sigma Level, the better is the
performance.
•At Six Sigma, the process or product meets
(internal or external) customer’s requirements
99.99966% of the time. Inability to meet
requirements i.e. specifications are termed
defects. Every chance or instance where
performance can be measured is termed as an
opportunity.
Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page
RELATIONSHIP OF SIGMA VALUE TO INABILITY
TO MEET SPECIFICATIONS
Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page
Measuring Process Capability
Process Sigma PPM
6 3.4
5 233
4 6,210
3 66,807
2 308,537
Process
Capability
Defects Per
Million
Opportunities
}
}
}
}
Process Entitlement
Sweet Fruit
Process Redesign
Bulk Of Fruit
Process Characterization
And Improvement
Low-Hanging Fruit
Seven Basic Tools
Ground Fruit
Logic And Intuition
Increase In Process Sigma Requires Exponential Defect Reduction
Process Sigma Is A Statistical Unit Of Measure That Reflects
Process Capability…
Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page
Six Sigma Methodology
Sigma Improvement Process (DMAIC)
Process improvement project
• A product or process is in existence
at your company but is not
meeting customer specification or
is not performing adequately
Design for Six Sigma (DMADV)
Process design project
• A product or process is not in existence
at your company and needs to be
developed
• The existing product or process exists and
has been optimized (using either DMAIC
or not) and still doesn't meet the level of
customer specification
Process Management
Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page
THESE ARE YOUR EXPECTATIONS AT EVERY STAGE
Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page
UNDERSTANDING THE SIX SIGMA APPROACH
All Six Sigma Projects are derived from VOC
(Voice of Customer) or VOB (Voice of Business) by
translating them to CTQ (Critical to Quality i.e.
Quantifiable & measurable Performance
Indicators)
VOC
VOB
Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page
• Define Stage
• What is the business case for the project –
what if we don’t do it do we lose anything?
• Who is the customer – who is affected and
who is going to benefit from it?
• Current State of Map – how are we currently
doing this?
• What is the scope of project – to what
extend do you want to resolve/work on the
issue?
• What are the deliverables – how do you
know the project is effective?
• Due Date – when can we results: staggered,
immediate, long term?
Six Sigma Project DMAIC Cycle Questions –
MUST BE ANSWERED BY THE GB/BB
Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page
• Measure stage:
• What are the key metrics for this business process – what
have we measured so far to know whether we are within
specifications?
• Are metrics valid and reliable – is this good enough?
• Do we have adequate data on the process – do we need
more information?
• What is the baseline – how are we doing right now?
• How will I measure project progress – what is the
milestone to be achieved?
• How will I measure project success -what indicators are
you using the judge the effectiveness of the project?
Six Sigma Project DMAIC Cycle Questions –
MUST BE ANSWERED BY THE GB/BB
Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page
• Analyse Stage:
• What is the current state – do we know the root
causes or x factors?
• Is the current state as good as the process can do
– is this all? Do we need to investigate further?
• Who will help make the changes – have the
change agents been identified?
• What are the resources requirements – what does
it take to make the change
• What could cause this change effort to fail –
Risks??
• What major obstacle do I face in completing this
project – are there solutions to the root causes?
Six Sigma Project DMAIC Cycle Questions –
MUST BE ANSWERED BY THE GB/BB
Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page
Y = F (x) or Outputs are a function of Inputs is the core of Six Sigma Problem
Solving technique.
Y is the metric, which Six Sigma tries to Improve and Xs are the factors, & causes
that impact the Y.
Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page
If both Y and Xs can be quantified & measured, then the practical outcomes can be
mapped to a statistical relationship and analyzed. Such Analysis requires knowledge
of statistical & quantitative tools & techniques.
Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page
• Improve
• Future state map – what change are you
making to ensure that your project goal is
achieved?
• What is the work breakdown structure – what
are the activities involved in making the
change, who will do it, how much does it cost?
• What specific activities are necessary to meet
the project’s goal – any approvals, change to
SOP, vendors development, customer
management?
Six Sigma Project DMAIC Cycle Questions –
MUST BE ANSWERED BY THE GB/BB
Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page
• Control Stage:
• During the project, will I control risk, quality, cost
schedule, scope, and changes to the plan – how do
you ensure sustainability of the improvement?
• What types of progress reports should I create –
how do you monitor the stability of the
improvements made?
• How will I assure that the business goals of the
project were achieved and are maintained –
transfer of ownership and integration into
organizational management system?
• How will I keep the gains made – what happens
when the project is over?
Six Sigma Project DMAIC Cycle Questions –
MUST BE ANSWERED BY THE GB/BB
Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page
Define
65275 1
DEFINE
MEASURE
IMPROVE
ANALYZE
CONTROL
Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page
Road Map: Define
• The Business
Case (need for
change)
• Preliminary
Problem
Statement
• Project Scope
• Deliverable
• Roles
Define Measure Analyze Improve Control
Team
Chartering
Customer
Focus
Process
Mapping
 Definition Of Quality
 Types Of Customers
 Translate Customer
Needs Into Specific
Requirement
 Methods Of Collecting
Customer Requirements
 Voice Of The Customer
Analysis
 Process Definitions
 Connecting The
Customer To
Your Process
 Business Process
Mapping
 Mapping Guidelines
 Benefits And
Applications Of
Process Mapping
Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page
Considerations In Selecting Projects
Customer Satisfaction
(Internal and/or External)
Delivery
Quality Price
Cycle time
Defects Cost
CTQ – Critical to Quality
CTQ1 CTQ2
CTD – Critical to Delivery
PIVs
Need
Do
CTC – Critical to Cost
Processes
KPIVs
Project Area to
improve CTQ 2
CTQ3 Linkage from Project to
Customer’s CTS
Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page
Considerations In Selecting Projects
Criteria How?
1.Benefits  Project must have significant benefits
to the company or customers.
2. Resources  Availability of trained Coach and
Team Leader (either Black Belt or
Green Belt).
3. Return on
Investment
 High impact on the RM (example: BB
project >RM 1.5 million and GB
project >RM500,000).
4. Voice of
Customers
 The project has positive impacts on
the customer.
Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page
Considerations In Selecting Projects
Criteria How?
5. Speed of benefit
realisation
The realisation of the benefit must not
exceed more than one (1) year.
6. Measures The project must have identifiable
measures and commonly understood.
7. Communication Visible, consistent support and active
role in communication.
Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page
This exercise will give you the ability to identify areas of ‘pains’ in your
organization. This exercise is on ‘Problem in Golf Putting’.
Please identify
1. Potential areas of variation in golf putting exercise
2. List of potential projects to work on to improve the Golf Putting
performances
60
Workshop
Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page
Why Define?
Champions
 Provide Clear Direction Regarding Charter
 Start With The Customer And Capture Their Voice
 Recognize The Need To Map Core Processes
 Helps The Team Define The Shared Need
Makes Explicit The Need To Do Define Steps
Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page
Defining The Team Charter: Shared Need
• Why Is The Project Worth Doing?
• Why Is It Important To Do Now?
• What Are The Consequences Of Not Doing
This Project?
• What Activities Have Higher Or Equal Priority?
• How Does It Fit With Business Initiatives
And Targets?
The Project “Need” – Business Case
Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page
Defining The Team Charter: Problem
Statement
• What Are The Problems Being Addressed?
• Can Data Be Collected By The Team
Regarding
The Problem?
• When And Where Do The Problems Occur?
• Is The Problem Statement Too Narrowly Or
Too
Broadly Defined?
Problem Statement
Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page
Six Sigma Project Charter
Project Title :
Problem Statement
Problem Statement: Scope
Goal
Project Scope & Goal
Resource & Financial Impact
Champion :
Team Leader :
Coach :
Team Member :
Estimated Financial Impact : RMXXX
Defect Definition & Timeline
Defect Definition (Y):
Start Date :
Estimated Completion Date:
Describe how long the problem existed
Describe what is the problem in specific
Describe what is the impact of the
problem
Identify specific project beginning and end points
Follow the SMART (specific, measurable,
achievable, realistic & timely) criteria
Define the failure to meet one of the acceptance
criteria of the customers, used to calculate sigma
value in Measure phase
Justifications &
assumptions
Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page
Clarify Authority For The Team
• What Levels Of Authority Does Your Improvement
Team Have?
a) Decide And Implement On Its Own
b) Decide And Then Notify Champion
c) Share Decision-Making With Champion
d) Recommend A Preferred Alternative
e) Offer Input Reactions And Ideas
f) Collect And Analyze Data Only
• In What Different Areas (e.g., Change A Process,
Collect
Data, etc.)?
• How Clear Are The Allowed Authority Levels To Your
Improvement Team?
Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page
LEARNING JOURNAL
MODULE – Define
Key learning points for me
How can I apply this to my work or workplace?
Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page
Customer Focus
65275 1
DEFINE
MEASURE
IMPROVE
ANALYZE
CONTROL
Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page
External
Product/Service
Internal
Product/Service
Customer
What Is A Customer?
The Recipient Of A Product Or Service
Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page
Understanding Customer Requirements
Outputs Of Your
Processes Are
Designed To
Satisfy
Customer’s
Needs Profitably
But Customers
Needs Are
Stated In The
Language Of
the Customer
So Customer
Requirements Must
Be Translated Into
The Language Of
The Work Process
Your Outputs Customer Language Requirements
Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page
Unstructured Interviews
Process Participation
Observing Customers
Customer Data Collection Methods
Phone Call To
Customer
Visit With
Management Or
Customer Group Customer
Visit
Visit With Customers In Their
Environment
Contextual
Inquiry
Focus Groups
Gathering Evidence Of
Customer Behavior
(e.g., Passive Observation)
Low Intervention
With Customer
High Intervention
With Customer
Far From
Customer’s
Environment
Close To Customer’s
Environment
Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page
Example Of Voice Of The Customer Translation
“I Hate Filling Out Takes Too Long The Form Takes Less Than
This Form!” Five Minutes To Complete
“I Don’t Understand Ambiguous 99% Of All Form Users Say
Banking Jargon.” Instructions That They Understand The
Instructions On The Form
When Read For The
First Time
Voice Of
The Customer
After Clarifying...
The Key
Issue(s) Is...
Customer(s)
Requirements
Takes Too Long
Require data that I
don’t have with me
now
Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page
Process Mapping
65275 1
DEFINE
MEASURE
IMPROVE
ANALYZE
CONTROL
Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page
Business Process Elements
Output: The Tangible Products Of Services That
Result From
The Process
Customer: Whoever Receives The Outputs Of Your
Process – Internal Or External
Input: Materials, Resources And Data Required To
Execute Your Process
Supplier: Whoever Provides The Inputs To Your
Process
Boundary: The Limits Of A Particular Process, Usually
Identified By The Inputs And Outputs, That
Separate What Is Within The Process
From What Is Outside The Process – Where
It Starts And Stops
Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page
Steps To Business Process Mapping
Suppliers Customers
Start
Inputs Outputs Requirement
Process
Develop A Picture Of The Working Process As A Team
SIPOC
Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page
Process Mapping
Pick-Up &
Delivery
Customer
Service
Billing
Equipment
Management
Order /
Leasing
Major
Process
Sub
Processes
CSR
Enters Case
in CIS
Branch
Schedules
Repair
Servicer Fixes
Problem
CSR Verifies
Customer
Satisfaction
CSR Qualifies
Customers’N
eeds
Customer
Calls for
Repair
CSR
Completes
Case
Maintenance Staff
Customer Service
Representative
Branch Staff
Repair Person
Trailer Ready for
Shipment
Collection of Customer
Data
Repair Schedule
Labor and Materials to
Fix Problem
End User
GECMS
Repaired
Trailer
•One Point of Contact
•One Phone Call
•Speed of Response
•Fixed the First Time
•R & M Productivity (Internal or
External Failure)
•Staff Productivity
(See Above)
SUPPLIER INPUT PROCESS OUTPUT CUSTOMER REQUIREMENTS
Define Measure Analyze Improve Control
Define
Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page
Project Review Notes
The project summary gives an executive overview of the entire project. It includes seven
categories of information, as noted on the slide.
Review Questions:
A. How do you know there is a problem?
B. Who is the sponsor for this project?
C. Who’s your customer?
D. Will the customer see benefit from reduction in variation or defects?
E. What’s most important to the customer?
F. What specification level or value is important to the customer?
G. What is the CTQ?
H. Is this defect a CTQ?
I. How do you currently measure that Y?
J. Has a representative from finance helped you generate your cost savings
numbers?
K. Do you think the project is bounded sufficiently to be completed in the allotted
time?
Project Summary
Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page
Non-Statistical Tools
DEFINE Project Charter The Project Charter is a document that summarizes a Six Sigma project, and is
the basis for the official authorization. A document or sheet that clearly
scopes and identifies the purpose of a improvement project. Items specified
include background case, purpose, team members, scope, timeline.
DEFINE Pareto Chart
The Pareto chart was developed to illustrate the 80-20 Rule - that 80 percent of
the problems stem from 20 percent of the various causes.
DEFINE VOC - Voice of Customer
The Voice of the Customer (VOC) is a process used to capture the
requirements/feedback from the customer (internal or external) to provide
the customers with the best in class service/product quality.
DEFINE SIPOC
A SIPOC (Supplier, Input, Process, Output, Customer) diagram is a tool used
by a team to identify all relevant elements of a process improvement project
before work begins. It helps to define a complex project that may not be
well scoped.
DEFINE Process Mapping
A process map visually depicts the sequence of events to build a product or
produce an outcome. It may include additional information such as cycle
time, inventory, and equipment information.
Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page
Phase Consider these questions when evaluating: Strong Med. Weak
PROJECT INFORMATION
Project Name:
Champion/Team Leader:
STORYBOARD HIGHLIGHTS TO EVALUATE
Place an "x" mark in the appropriate box
Define Opportunities
Team Charter What is the problem being addressed? Where, when and to what extent does the
problem(s) occur? Is the scope manageable? What is the business reason for completing
this project? What are the project goals?
Detailed Action Plan Was it clear that the Project was well-organized? Did the action plan show realistic
resource estimates?
Process Maps (As Is) Was the process map an individual or team exercise? Were the right people involved?
Was the map validated with workers? How?
Quick-Win Opportunities What quick wins have you found? Were the quick wins truly fast, easy and inexpensive to
implement? Did they have the desired result? If not, what was done about it?
Critical Customer
Requirements
What data was used to ID customers? How were customer segments determined? Were
the CCR's specific, measurable and "must-have's?"
Key Stakeholders Was it clear who the key people/groups were that would be affected by this project? Were
their true concerns understood? Using what data? Were there clear action steps taken to
address those concerns?
Communications Plan How did the project team communicate with various stakeholders? What were the key
messages they tried to pass on? How did they know if their communications activities were
successful?
SIPOC Was a SIPOC diagram created to identify the primary customer and key requirements of
the process being improved?
Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page
LEARNING JOURNAL
MODULE – Define
Key learning points for me
How can I apply this to my work or workplace?

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Six Sigma Define Stage.ppt

  • 1. Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page GENAXISSDNBHDPROPRIETARYINFORMATION The information contained in this document is GENAXIS proprietary information and is disclosed in confidence. It is the property of GENAXIS and shall not be used, disclosed to others or reproduced without the express written consent of GENAXIS. If consent is given for reproduction in whole or in part, this notice and the notice set forth on each page of this document shall appear in any such reproduction in whole or in part. The information contained in this document may also be controlled by Malaysia export control laws. Unauthorized export or re- export is prohibited. Six Sigma Champion Training Module ProcessOptimization. CostReduction Innovation
  • 2. Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page TOPIC OBJECTIVE To get an overview of expectations as a Six Sigma Project Champion • By the end of this Champion Module, you would: • have familiarised with the roles and responsibilities as a Champion • be able to select project and team • have fully acquainted with the objective, main activities, deliverables and tools of each DMAIC phase • be able to conduct tollgate session
  • 3. Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page Day One Define • Road map • Team Chartering • Selecting Projects • What is a Customer • QFD • Process Mapping Day Two Measure Road map Measurement Basic Statistics Variations Data Collection Gage R&R Analyze • Road map • Graphical Tools • 6 Sigma Calculation • Root Cause Analysis • Hypothesis Testing • DOE • Regression • Summary Control • Road map • SPC • Error Proofing •Summary Champions Training Agenda Improve Road map Develop Solution New Process Map Implementation Plan Summary
  • 4. Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page Role of a Six Sigma Champion • Select Most Appropriate Process Areas/KPI for improvement using Six Sigma. These Performance indicators are typically tied to Strategic Intent of the firm and derived from Goals &Objectives at the top level. They are intended to bring strategic or tactical or operational benefits to the business or to the customer. • Approve Scope, Targets & Schedule of the Six Sigma Project • Select Most appropriate resources to execute the project as Green/Black Belt • Act on Escalations provided by MBB via coaching/tollgate reports by Removing Bottlenecks & providing resources to the project teams. • Help the Project team in implementing & institutionalizing solutions by providing necessary approvals & resources.
  • 5. Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page WHAT IS SIX SIGMA? •Six Sigma is a Metric of Capability & Performance. •Higher the Sigma Level, the better is the performance. •At Six Sigma, the process or product meets (internal or external) customer’s requirements 99.99966% of the time. Inability to meet requirements i.e. specifications are termed defects. Every chance or instance where performance can be measured is termed as an opportunity.
  • 6. Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page RELATIONSHIP OF SIGMA VALUE TO INABILITY TO MEET SPECIFICATIONS
  • 7. Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page Measuring Process Capability Process Sigma PPM 6 3.4 5 233 4 6,210 3 66,807 2 308,537 Process Capability Defects Per Million Opportunities } } } } Process Entitlement Sweet Fruit Process Redesign Bulk Of Fruit Process Characterization And Improvement Low-Hanging Fruit Seven Basic Tools Ground Fruit Logic And Intuition Increase In Process Sigma Requires Exponential Defect Reduction Process Sigma Is A Statistical Unit Of Measure That Reflects Process Capability…
  • 8. Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page Six Sigma Methodology Sigma Improvement Process (DMAIC) Process improvement project • A product or process is in existence at your company but is not meeting customer specification or is not performing adequately Design for Six Sigma (DMADV) Process design project • A product or process is not in existence at your company and needs to be developed • The existing product or process exists and has been optimized (using either DMAIC or not) and still doesn't meet the level of customer specification Process Management
  • 9. Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page THESE ARE YOUR EXPECTATIONS AT EVERY STAGE
  • 10. Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page UNDERSTANDING THE SIX SIGMA APPROACH All Six Sigma Projects are derived from VOC (Voice of Customer) or VOB (Voice of Business) by translating them to CTQ (Critical to Quality i.e. Quantifiable & measurable Performance Indicators) VOC VOB
  • 11. Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page • Define Stage • What is the business case for the project – what if we don’t do it do we lose anything? • Who is the customer – who is affected and who is going to benefit from it? • Current State of Map – how are we currently doing this? • What is the scope of project – to what extend do you want to resolve/work on the issue? • What are the deliverables – how do you know the project is effective? • Due Date – when can we results: staggered, immediate, long term? Six Sigma Project DMAIC Cycle Questions – MUST BE ANSWERED BY THE GB/BB
  • 12. Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page • Measure stage: • What are the key metrics for this business process – what have we measured so far to know whether we are within specifications? • Are metrics valid and reliable – is this good enough? • Do we have adequate data on the process – do we need more information? • What is the baseline – how are we doing right now? • How will I measure project progress – what is the milestone to be achieved? • How will I measure project success -what indicators are you using the judge the effectiveness of the project? Six Sigma Project DMAIC Cycle Questions – MUST BE ANSWERED BY THE GB/BB
  • 13. Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page • Analyse Stage: • What is the current state – do we know the root causes or x factors? • Is the current state as good as the process can do – is this all? Do we need to investigate further? • Who will help make the changes – have the change agents been identified? • What are the resources requirements – what does it take to make the change • What could cause this change effort to fail – Risks?? • What major obstacle do I face in completing this project – are there solutions to the root causes? Six Sigma Project DMAIC Cycle Questions – MUST BE ANSWERED BY THE GB/BB
  • 14. Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page Y = F (x) or Outputs are a function of Inputs is the core of Six Sigma Problem Solving technique. Y is the metric, which Six Sigma tries to Improve and Xs are the factors, & causes that impact the Y.
  • 15. Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page If both Y and Xs can be quantified & measured, then the practical outcomes can be mapped to a statistical relationship and analyzed. Such Analysis requires knowledge of statistical & quantitative tools & techniques.
  • 16. Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page • Improve • Future state map – what change are you making to ensure that your project goal is achieved? • What is the work breakdown structure – what are the activities involved in making the change, who will do it, how much does it cost? • What specific activities are necessary to meet the project’s goal – any approvals, change to SOP, vendors development, customer management? Six Sigma Project DMAIC Cycle Questions – MUST BE ANSWERED BY THE GB/BB
  • 17. Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page • Control Stage: • During the project, will I control risk, quality, cost schedule, scope, and changes to the plan – how do you ensure sustainability of the improvement? • What types of progress reports should I create – how do you monitor the stability of the improvements made? • How will I assure that the business goals of the project were achieved and are maintained – transfer of ownership and integration into organizational management system? • How will I keep the gains made – what happens when the project is over? Six Sigma Project DMAIC Cycle Questions – MUST BE ANSWERED BY THE GB/BB
  • 18. Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page Define 65275 1 DEFINE MEASURE IMPROVE ANALYZE CONTROL
  • 19. Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page Road Map: Define • The Business Case (need for change) • Preliminary Problem Statement • Project Scope • Deliverable • Roles Define Measure Analyze Improve Control Team Chartering Customer Focus Process Mapping  Definition Of Quality  Types Of Customers  Translate Customer Needs Into Specific Requirement  Methods Of Collecting Customer Requirements  Voice Of The Customer Analysis  Process Definitions  Connecting The Customer To Your Process  Business Process Mapping  Mapping Guidelines  Benefits And Applications Of Process Mapping
  • 20. Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page Considerations In Selecting Projects Customer Satisfaction (Internal and/or External) Delivery Quality Price Cycle time Defects Cost CTQ – Critical to Quality CTQ1 CTQ2 CTD – Critical to Delivery PIVs Need Do CTC – Critical to Cost Processes KPIVs Project Area to improve CTQ 2 CTQ3 Linkage from Project to Customer’s CTS
  • 21. Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page Considerations In Selecting Projects Criteria How? 1.Benefits  Project must have significant benefits to the company or customers. 2. Resources  Availability of trained Coach and Team Leader (either Black Belt or Green Belt). 3. Return on Investment  High impact on the RM (example: BB project >RM 1.5 million and GB project >RM500,000). 4. Voice of Customers  The project has positive impacts on the customer.
  • 22. Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page Considerations In Selecting Projects Criteria How? 5. Speed of benefit realisation The realisation of the benefit must not exceed more than one (1) year. 6. Measures The project must have identifiable measures and commonly understood. 7. Communication Visible, consistent support and active role in communication.
  • 23. Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page This exercise will give you the ability to identify areas of ‘pains’ in your organization. This exercise is on ‘Problem in Golf Putting’. Please identify 1. Potential areas of variation in golf putting exercise 2. List of potential projects to work on to improve the Golf Putting performances 60 Workshop
  • 24. Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page Why Define? Champions  Provide Clear Direction Regarding Charter  Start With The Customer And Capture Their Voice  Recognize The Need To Map Core Processes  Helps The Team Define The Shared Need Makes Explicit The Need To Do Define Steps
  • 25. Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page Defining The Team Charter: Shared Need • Why Is The Project Worth Doing? • Why Is It Important To Do Now? • What Are The Consequences Of Not Doing This Project? • What Activities Have Higher Or Equal Priority? • How Does It Fit With Business Initiatives And Targets? The Project “Need” – Business Case
  • 26. Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page Defining The Team Charter: Problem Statement • What Are The Problems Being Addressed? • Can Data Be Collected By The Team Regarding The Problem? • When And Where Do The Problems Occur? • Is The Problem Statement Too Narrowly Or Too Broadly Defined? Problem Statement
  • 27. Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page Six Sigma Project Charter Project Title : Problem Statement Problem Statement: Scope Goal Project Scope & Goal Resource & Financial Impact Champion : Team Leader : Coach : Team Member : Estimated Financial Impact : RMXXX Defect Definition & Timeline Defect Definition (Y): Start Date : Estimated Completion Date: Describe how long the problem existed Describe what is the problem in specific Describe what is the impact of the problem Identify specific project beginning and end points Follow the SMART (specific, measurable, achievable, realistic & timely) criteria Define the failure to meet one of the acceptance criteria of the customers, used to calculate sigma value in Measure phase Justifications & assumptions
  • 28. Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page Clarify Authority For The Team • What Levels Of Authority Does Your Improvement Team Have? a) Decide And Implement On Its Own b) Decide And Then Notify Champion c) Share Decision-Making With Champion d) Recommend A Preferred Alternative e) Offer Input Reactions And Ideas f) Collect And Analyze Data Only • In What Different Areas (e.g., Change A Process, Collect Data, etc.)? • How Clear Are The Allowed Authority Levels To Your Improvement Team?
  • 29. Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page LEARNING JOURNAL MODULE – Define Key learning points for me How can I apply this to my work or workplace?
  • 30. Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page Customer Focus 65275 1 DEFINE MEASURE IMPROVE ANALYZE CONTROL
  • 31. Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page External Product/Service Internal Product/Service Customer What Is A Customer? The Recipient Of A Product Or Service
  • 32. Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page Understanding Customer Requirements Outputs Of Your Processes Are Designed To Satisfy Customer’s Needs Profitably But Customers Needs Are Stated In The Language Of the Customer So Customer Requirements Must Be Translated Into The Language Of The Work Process Your Outputs Customer Language Requirements
  • 33. Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page Unstructured Interviews Process Participation Observing Customers Customer Data Collection Methods Phone Call To Customer Visit With Management Or Customer Group Customer Visit Visit With Customers In Their Environment Contextual Inquiry Focus Groups Gathering Evidence Of Customer Behavior (e.g., Passive Observation) Low Intervention With Customer High Intervention With Customer Far From Customer’s Environment Close To Customer’s Environment
  • 34. Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page Example Of Voice Of The Customer Translation “I Hate Filling Out Takes Too Long The Form Takes Less Than This Form!” Five Minutes To Complete “I Don’t Understand Ambiguous 99% Of All Form Users Say Banking Jargon.” Instructions That They Understand The Instructions On The Form When Read For The First Time Voice Of The Customer After Clarifying... The Key Issue(s) Is... Customer(s) Requirements Takes Too Long Require data that I don’t have with me now
  • 35. Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page Process Mapping 65275 1 DEFINE MEASURE IMPROVE ANALYZE CONTROL
  • 36. Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page Business Process Elements Output: The Tangible Products Of Services That Result From The Process Customer: Whoever Receives The Outputs Of Your Process – Internal Or External Input: Materials, Resources And Data Required To Execute Your Process Supplier: Whoever Provides The Inputs To Your Process Boundary: The Limits Of A Particular Process, Usually Identified By The Inputs And Outputs, That Separate What Is Within The Process From What Is Outside The Process – Where It Starts And Stops
  • 37. Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page Steps To Business Process Mapping Suppliers Customers Start Inputs Outputs Requirement Process Develop A Picture Of The Working Process As A Team SIPOC
  • 38. Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page Process Mapping Pick-Up & Delivery Customer Service Billing Equipment Management Order / Leasing Major Process Sub Processes CSR Enters Case in CIS Branch Schedules Repair Servicer Fixes Problem CSR Verifies Customer Satisfaction CSR Qualifies Customers’N eeds Customer Calls for Repair CSR Completes Case Maintenance Staff Customer Service Representative Branch Staff Repair Person Trailer Ready for Shipment Collection of Customer Data Repair Schedule Labor and Materials to Fix Problem End User GECMS Repaired Trailer •One Point of Contact •One Phone Call •Speed of Response •Fixed the First Time •R & M Productivity (Internal or External Failure) •Staff Productivity (See Above) SUPPLIER INPUT PROCESS OUTPUT CUSTOMER REQUIREMENTS Define Measure Analyze Improve Control Define
  • 39. Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page Project Review Notes The project summary gives an executive overview of the entire project. It includes seven categories of information, as noted on the slide. Review Questions: A. How do you know there is a problem? B. Who is the sponsor for this project? C. Who’s your customer? D. Will the customer see benefit from reduction in variation or defects? E. What’s most important to the customer? F. What specification level or value is important to the customer? G. What is the CTQ? H. Is this defect a CTQ? I. How do you currently measure that Y? J. Has a representative from finance helped you generate your cost savings numbers? K. Do you think the project is bounded sufficiently to be completed in the allotted time? Project Summary
  • 40. Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page Non-Statistical Tools DEFINE Project Charter The Project Charter is a document that summarizes a Six Sigma project, and is the basis for the official authorization. A document or sheet that clearly scopes and identifies the purpose of a improvement project. Items specified include background case, purpose, team members, scope, timeline. DEFINE Pareto Chart The Pareto chart was developed to illustrate the 80-20 Rule - that 80 percent of the problems stem from 20 percent of the various causes. DEFINE VOC - Voice of Customer The Voice of the Customer (VOC) is a process used to capture the requirements/feedback from the customer (internal or external) to provide the customers with the best in class service/product quality. DEFINE SIPOC A SIPOC (Supplier, Input, Process, Output, Customer) diagram is a tool used by a team to identify all relevant elements of a process improvement project before work begins. It helps to define a complex project that may not be well scoped. DEFINE Process Mapping A process map visually depicts the sequence of events to build a product or produce an outcome. It may include additional information such as cycle time, inventory, and equipment information.
  • 41. Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page Phase Consider these questions when evaluating: Strong Med. Weak PROJECT INFORMATION Project Name: Champion/Team Leader: STORYBOARD HIGHLIGHTS TO EVALUATE Place an "x" mark in the appropriate box Define Opportunities Team Charter What is the problem being addressed? Where, when and to what extent does the problem(s) occur? Is the scope manageable? What is the business reason for completing this project? What are the project goals? Detailed Action Plan Was it clear that the Project was well-organized? Did the action plan show realistic resource estimates? Process Maps (As Is) Was the process map an individual or team exercise? Were the right people involved? Was the map validated with workers? How? Quick-Win Opportunities What quick wins have you found? Were the quick wins truly fast, easy and inexpensive to implement? Did they have the desired result? If not, what was done about it? Critical Customer Requirements What data was used to ID customers? How were customer segments determined? Were the CCR's specific, measurable and "must-have's?" Key Stakeholders Was it clear who the key people/groups were that would be affected by this project? Were their true concerns understood? Using what data? Were there clear action steps taken to address those concerns? Communications Plan How did the project team communicate with various stakeholders? What were the key messages they tried to pass on? How did they know if their communications activities were successful? SIPOC Was a SIPOC diagram created to identify the primary customer and key requirements of the process being improved?
  • 42. Champion Training Module 2009, Genaxis Sdn Bhd, Malaysia. All rights reserved. Genaxis Proprietary Information – Subject to the restrictions on the cover page LEARNING JOURNAL MODULE – Define Key learning points for me How can I apply this to my work or workplace?