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Six Sigma and Cost Saving

           By: -
        Rohit Pinto
Agenda
• Quality
• 6 sigma basics
• Where does cost come in?
Quality – What is it?
• Quality is perceptual, conditional and
  subjective. Different people see it differently
• Quality is the first and one of the most
  important things regarding different objects
  and other stuff.
• Quality is how good a product is.
What does the dictionary say?

• The standard of something as measured against
  other things of a similar kind
• Degree of excellence
• Key attributes in a person/object
My Definition

    The degree of adherence of the key
attributes of a product/ service to a chosen
                  Standard.
So how can we measure it?
        You cannot manage what you cannot measure
                                                                - Anon




   Define key         Set a measurable      Set the limits of
   attributes              for each        what is acceptable    Measure each of
                       characteristic of    and what is not         the products
(What are the key                                                produced against
 characteristics of      the product       (Will my customer      the measurable
   my product/         (What standard          accept the          that’s been set
     service)           do I follow?)          product?)
Quality Management – Assuring the
           Control of Quality


                                            Product Oriented
                      Quality Control    (Don’t let the defective
                                             products out)
Quality Management
                                            Process oriented
                     Quality Assurance   (Don’t let the products
                                             be defective)
The QM Cycle

 Act      Plan



Check     Do
SIX SIGMA
What is Six Sigma?
• A goal of near perfection in meeting customer requirements
• A sweeping culture change effort to position a company for greater customer
satisfaction, profitability and competitiveness
• A comprehensive and flexible system for achieving, sustaining and maximizing
business success; uniquely driven by close understanding of customer needs,
disciplined use of facts, data, and statistical analysis, and diligent attention to
managing, improving and reinventing business processes


                     (Source:The Six Sigma Way by Pande, Neuman and Cavanagh)



         It’s a business strategy!!
History of Six Sigma

                                                  1986
1980
Motorola launches a                               Six Sigma is born
new 4 point strategy                              thanks to Bill Smith
• Global Competitiveness
• Participative Management    1984
• Quality Improvements
• Motorola Training and       Motorola
  Education Center
                              Manufacturing Institute
                              was launched, but they
                              still lacked a common
 1979                         Metric for sharing and
 Our quality stinks!! – Art   comparing initiatives
 Sundry, Communications
 Manager, Motorola
Technically Speaking
• If one has six standard deviations between the
  process mean and the nearest specification limit,
  practically no items will fail to meet specifications
In Terms of Number of Defects
Sigma Level   DPMO       Defect Percentage   Yield
1             6,91,462   69%                 31%
2             3,08,538   31%                 69%
3             66,807     6.7%                93.3%
4             6,210      0.62%               99.38%
5             233        0.023%              99.977%
6             3.4        0.00034%            99.999666%
7             0.019      0.0000019%          99.9999981%
Is 99% Quality Good Enough?

• 22,000 checks will be deducted from the
  wrong bank accounts in the next 60
  minutes.

• 20,000 incorrect drug prescriptions will be
  written in the next 12 months.

• 12 babies will be given to the wrong
  parents each day.
But is Six Sigma Realistic?
                                              ·
                                                               ·
Defects Per Million Opportunities (DPMO)



                                           100K




                                                                           ····
                                                                                 Restaurant Bills
                                                                                    Doctor Prescription Writing
                                           10K
                                             41                                         Payroll Processing




                                                                               ··
                                                       Average                              Order Write-up




                                                                               ·
                                                                                                 Journal Vouchers
                                                       Company                                   Wire Transfers
                                             1K
                                              31                                               Air Line Baggage Handling




                                                                                                         ·
                                                            Purchased Material
                                                             Lot Reject Rate
                                            100
                                              21                                                      (233 ppm)



                                             10
                                              11


                                                                                          Best in Class                              Domestic Airline
                                              1                                                                                     Flight Fatality Rate
                                               1
                                                                                                                    (3.4 ppm)

                                                   2    3        3       4     4               5          5         6           6       7
                                                                                                                                    (0.43 ppm)   7
                                                                           SIGMA
Six Sigma Improvement Methods
       DMAIC vs. DMADV
                       Define


                      Measure


                      Analyze

   Continuous Improvement       Reengineering


 Improve                                        Design


  Control                                       Validate
Six Sigma DMAIC Process
          Control             Define: Define who your customers
                              are, and what their requirements are
                              for your products and services – Their
Improve                       expectations. Define your team goals,
                              project boundaries, what you will focus
                              on and what you won’t. Define the
                     Define   process you are striving to improve by
                              mapping the process.
Analyze

           Measure
Six Sigma DMAIC Process
                              Measure: Eliminate guesswork and
                              assumptions about what customers need
          Control             and expect and how well processes are
                              working. Collect data from many sources
                              to determine speed in responding to
Improve                       customer requests, defect types and how
                              frequently they occur, client feedback on
                              how processes fit their needs, how clients
                     Define   rate us over time, etc. The data collection
                              may suggest Charter revision.
Analyze

           Measure
Six Sigma DMAIC Process
                              Analyze: Grounded in the context of the
          Control             customer and competitive environment,
                              analyze is used to organize data and look
                              for process problems and opportunities.
Improve                       This step helps to identify gaps between
                              current and goal performance, prioritize
                              opportunities to improve, identify sources
                     Define   of variation and root causes of problems
                              in the process.
Analyze

           Measure
Six Sigma DMAIC Process
          Control

                              Improve: Generate both obvious and
Improve                       creative solutions to fix and prevent
                              problems. Finding creative solutions by
                              correcting root causes requires
                     Define   innovation, technology and discipline.

Analyze

           Measure
Six Sigma DMAIC Process
                              Control: Ensure that the process
          Control             improvements, once implemented, will
                              “hold the gains” rather than revert to
                              the same problems again. Various
Improve                       control tools such as statistical process
                              control can be used. Other tools such
                              as procedure documentation helps
                     Define
                              institutionalize the improvement.

Analyze

           Measure
Six Sigma DMADV Process
                               Design: Develop detailed design
          Validate             for new process. Determine and
                               evaluate enabling elements.
                               Create control and testing plan for
Design                         new design. Use tools such as
                               simulation, benchmarking, DOE,
                               Quality Function Deployment
                      Define
                               (QFD), FMECA analysis, and
                               cost/benefit analysis.
Analyze

            Measure
Six Sigma DMADV Process
          Validate
                               Validate: Test detailed design
                               with a pilot implementation. If
Design                         successful, develop and execute a
                               full-scale implementation. Tools
                               in this step include: planning
                      Define   tools, flowcharts/other process
                               management techniques, and
Analyze                        work documentation.


            Measure
Okay, so we used 6 Sigma, and lets
    say, our Quality improved


   But what about our costs?!!
Quiz Time
Answer True or False

Higher quality costs more.
Cost of Defects?!
Cost Area            Examples
Factory Accounts     •Materials Scrapped
                     •Labour burden on product scrapped
                     •Labour, Material and burden to repair product
                     •Extra operations added because of presence of
                     defectives
                     • Burden arising from excess production capacity
                     necessitated by defectives
                     •Excess inspection costs Investigation of causes of defects
Sales Costs          •Discount on seconds
                     •Customer complaints
                     •Charges to quality guarantee account
                     •Costs due to delays
Intangible Costs     •Delays and stoppages caused by defectives
                     •Customer good will
                     •Loss in morale due to friction between departments
The Traditional View
                             Cost of Production
120



100



80



60
                                                          Cost of Production
40



20



  0

      100% Defective                          100% Good
Cost of Defects
140



120



100



80



60                                  Cost of Production
                                    Cost of Defects
40



20



  0

       100%             100% Good
      Defective
Cost of Quality
140



120



100



80
                                             Cost of Production
60                                           Cost of Defects
                                             Total Cost of Quality
40



20



  0

      100% Defective             100% Good
Does it really work?
• “Operating margins of 3M went from 17% in
  2001 to 23% in 2005 all due to the six sigma drive
  by McNerney”
• “GE produces annual benefits of over $2.5 billion
  across the organization from Six Sigma.”
• “Motorola reduced manufacturing costs by $1.4
  billion from 1987-1994.”
• “Six Sigma reportedly saved Motorola $15 billion
  over the last 11 years.”
A word of Caution
• Generally 6 Sigma takes between 1 to 3 years
  of investment before it shows results
     4

    3.5

     3

    2.5

     2
                                             Cumulative Investment
    1.5                                      Cumulative Savings
     1

    0.5

     0

           1996      1997      1998   1999

          Source: GE Annual Reports
A word of caution
• There are as many failures as there are
  successes
  – Untrained/ improperly trained “Master Black
    Belts”
  – Urgency to show results leads to improper
    implementation
  – Training is not sustained hence new employees
    are not aware

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Six sigma and cost saving

  • 1. Six Sigma and Cost Saving By: - Rohit Pinto
  • 2. Agenda • Quality • 6 sigma basics • Where does cost come in?
  • 3. Quality – What is it? • Quality is perceptual, conditional and subjective. Different people see it differently • Quality is the first and one of the most important things regarding different objects and other stuff. • Quality is how good a product is.
  • 4. What does the dictionary say? • The standard of something as measured against other things of a similar kind • Degree of excellence • Key attributes in a person/object
  • 5. My Definition The degree of adherence of the key attributes of a product/ service to a chosen Standard.
  • 6. So how can we measure it? You cannot manage what you cannot measure - Anon Define key Set a measurable Set the limits of attributes for each what is acceptable Measure each of characteristic of and what is not the products (What are the key produced against characteristics of the product (Will my customer the measurable my product/ (What standard accept the that’s been set service) do I follow?) product?)
  • 7. Quality Management – Assuring the Control of Quality Product Oriented Quality Control (Don’t let the defective products out) Quality Management Process oriented Quality Assurance (Don’t let the products be defective)
  • 8. The QM Cycle Act Plan Check Do
  • 10. What is Six Sigma? • A goal of near perfection in meeting customer requirements • A sweeping culture change effort to position a company for greater customer satisfaction, profitability and competitiveness • A comprehensive and flexible system for achieving, sustaining and maximizing business success; uniquely driven by close understanding of customer needs, disciplined use of facts, data, and statistical analysis, and diligent attention to managing, improving and reinventing business processes (Source:The Six Sigma Way by Pande, Neuman and Cavanagh) It’s a business strategy!!
  • 11. History of Six Sigma 1986 1980 Motorola launches a Six Sigma is born new 4 point strategy thanks to Bill Smith • Global Competitiveness • Participative Management 1984 • Quality Improvements • Motorola Training and Motorola Education Center Manufacturing Institute was launched, but they still lacked a common 1979 Metric for sharing and Our quality stinks!! – Art comparing initiatives Sundry, Communications Manager, Motorola
  • 12. Technically Speaking • If one has six standard deviations between the process mean and the nearest specification limit, practically no items will fail to meet specifications
  • 13. In Terms of Number of Defects Sigma Level DPMO Defect Percentage Yield 1 6,91,462 69% 31% 2 3,08,538 31% 69% 3 66,807 6.7% 93.3% 4 6,210 0.62% 99.38% 5 233 0.023% 99.977% 6 3.4 0.00034% 99.999666% 7 0.019 0.0000019% 99.9999981%
  • 14. Is 99% Quality Good Enough? • 22,000 checks will be deducted from the wrong bank accounts in the next 60 minutes. • 20,000 incorrect drug prescriptions will be written in the next 12 months. • 12 babies will be given to the wrong parents each day.
  • 15. But is Six Sigma Realistic? · · Defects Per Million Opportunities (DPMO) 100K ···· Restaurant Bills Doctor Prescription Writing 10K 41 Payroll Processing ·· Average Order Write-up · Journal Vouchers Company Wire Transfers 1K 31 Air Line Baggage Handling · Purchased Material Lot Reject Rate 100 21 (233 ppm) 10 11 Best in Class Domestic Airline 1 Flight Fatality Rate 1 (3.4 ppm) 2 3 3 4 4 5 5 6 6 7 (0.43 ppm) 7 SIGMA
  • 16. Six Sigma Improvement Methods DMAIC vs. DMADV Define Measure Analyze Continuous Improvement Reengineering Improve Design Control Validate
  • 17. Six Sigma DMAIC Process Control Define: Define who your customers are, and what their requirements are for your products and services – Their Improve expectations. Define your team goals, project boundaries, what you will focus on and what you won’t. Define the Define process you are striving to improve by mapping the process. Analyze Measure
  • 18. Six Sigma DMAIC Process Measure: Eliminate guesswork and assumptions about what customers need Control and expect and how well processes are working. Collect data from many sources to determine speed in responding to Improve customer requests, defect types and how frequently they occur, client feedback on how processes fit their needs, how clients Define rate us over time, etc. The data collection may suggest Charter revision. Analyze Measure
  • 19. Six Sigma DMAIC Process Analyze: Grounded in the context of the Control customer and competitive environment, analyze is used to organize data and look for process problems and opportunities. Improve This step helps to identify gaps between current and goal performance, prioritize opportunities to improve, identify sources Define of variation and root causes of problems in the process. Analyze Measure
  • 20. Six Sigma DMAIC Process Control Improve: Generate both obvious and Improve creative solutions to fix and prevent problems. Finding creative solutions by correcting root causes requires Define innovation, technology and discipline. Analyze Measure
  • 21. Six Sigma DMAIC Process Control: Ensure that the process Control improvements, once implemented, will “hold the gains” rather than revert to the same problems again. Various Improve control tools such as statistical process control can be used. Other tools such as procedure documentation helps Define institutionalize the improvement. Analyze Measure
  • 22. Six Sigma DMADV Process Design: Develop detailed design Validate for new process. Determine and evaluate enabling elements. Create control and testing plan for Design new design. Use tools such as simulation, benchmarking, DOE, Quality Function Deployment Define (QFD), FMECA analysis, and cost/benefit analysis. Analyze Measure
  • 23. Six Sigma DMADV Process Validate Validate: Test detailed design with a pilot implementation. If Design successful, develop and execute a full-scale implementation. Tools in this step include: planning Define tools, flowcharts/other process management techniques, and Analyze work documentation. Measure
  • 24. Okay, so we used 6 Sigma, and lets say, our Quality improved But what about our costs?!!
  • 25. Quiz Time Answer True or False Higher quality costs more.
  • 26. Cost of Defects?! Cost Area Examples Factory Accounts •Materials Scrapped •Labour burden on product scrapped •Labour, Material and burden to repair product •Extra operations added because of presence of defectives • Burden arising from excess production capacity necessitated by defectives •Excess inspection costs Investigation of causes of defects Sales Costs •Discount on seconds •Customer complaints •Charges to quality guarantee account •Costs due to delays Intangible Costs •Delays and stoppages caused by defectives •Customer good will •Loss in morale due to friction between departments
  • 27. The Traditional View Cost of Production 120 100 80 60 Cost of Production 40 20 0 100% Defective 100% Good
  • 28. Cost of Defects 140 120 100 80 60 Cost of Production Cost of Defects 40 20 0 100% 100% Good Defective
  • 29. Cost of Quality 140 120 100 80 Cost of Production 60 Cost of Defects Total Cost of Quality 40 20 0 100% Defective 100% Good
  • 30. Does it really work? • “Operating margins of 3M went from 17% in 2001 to 23% in 2005 all due to the six sigma drive by McNerney” • “GE produces annual benefits of over $2.5 billion across the organization from Six Sigma.” • “Motorola reduced manufacturing costs by $1.4 billion from 1987-1994.” • “Six Sigma reportedly saved Motorola $15 billion over the last 11 years.”
  • 31. A word of Caution • Generally 6 Sigma takes between 1 to 3 years of investment before it shows results 4 3.5 3 2.5 2 Cumulative Investment 1.5 Cumulative Savings 1 0.5 0 1996 1997 1998 1999 Source: GE Annual Reports
  • 32. A word of caution • There are as many failures as there are successes – Untrained/ improperly trained “Master Black Belts” – Urgency to show results leads to improper implementation – Training is not sustained hence new employees are not aware

Editor's Notes

  1. Write down on a piece of paper the names of two brands of the same product. One should be a brand which you percieve as having high quality, the other a brand of low quality.