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Transcript of LEAN in the Lab 6
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Six Sigma Overview
October 13, 2003 Don CarlsonTechnology & Operations
Enterprise Solutions
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What is Six Sigma?
Why Six Sigma? Why Six Sigma at Bank of America?
Connection to Strategy.
Agenda
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Metric
Benchmark
Vision
Philosophy Method
Tool
Symbol
Goal
Value
The Many Facets of Six Sigma
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Six Sigma Was Developed at Motorola in the 1980sAs a Method to Improve Process Quality.
It Was First Used to Improve Manufacturing Process
Capability and Then Migrated to Business ProcessesCapability
Companies That Have Deployed Six Sigma: Bank of
America, Motorola, GE, IBM, Kodak and ManyMore
The Basic Premise Is, All Processes Have Variation.Variation Is the Enemy.
More About Six Sigma
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SSciencecience
AArtrt
MMagicagic
SixSigma
We dont know what
we dont know.
If we cant measure
it, we really dont
know much about it.
If we dont know
much about it, we
cant control it.
If we cant control it,
we are at the mercy
of chance.
What is the Six Sigma Philosophy?
Focus on the Customer!
Focus on the Customer!
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Process Philosophy
Know Whats Importantto the Customer (CTQ)
Reduce Defects (DPMO)
Center Around Target
(Mean)
Reduce Variation
(Standard Deviation)
?
GE Company Proprietary
November 1998
What Is Six Sigma?
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2
3
4
5
6
308,537
66,807
6,210
Defects per
Million
opportunities
Defects perMillion
opportunities
233
3.4.
ProcessCapability
ProcessCapability Sigma is a statistical unit of measureReflects process capability.
Six Sigma as a Goal
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99.99966% Good (6 Sigma)
20,000 lost articles of mail perhour
Unsafe drinking water for
almost 15 minutes each day
5,000 incorrect surgicaloperations per week
Two short or long landings at
most major airports each day
200,000 wrong drugprescriptions each year
No electricity for almost seven
hours each month
Seven articles lost per hour
One unsafe minute every seven
months
1.7 incorrect operations per week
One short or long landing every
five years
68 wrong prescriptions per year
One hour without electricity
every 34 years
99% Good (3.8 Sigma)
Six Sigma -- Practical MeaningSix Sigma -- Practical Meaning
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Dissecting Process CapabilityDissecting Process Capability
Defects
Process Capability
InadequateDesignMargin
InadequateProcess
Capability
Unstable Parts &Materials
Defects Acceptable
Premise of 6 Sources of variation can
be:
Identified
Quantified
Eliminated or Controlled
LSL USL
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Characterize
Optimize
Breakthrough
USL
T
LSL
USL
T
LSL
T
USLLSL
USLLSL
The StrategyThe Strategy
Customer Focused - Both Internally & Externally
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What is Six Sigma?
Why Six Sigma?
Why Six Sigma at Bank of America?
Connection to Strategy.
Agenda
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What is Cost of Poor Quality?What is Cost of Poor Quality?
In addition to the direct costs associated with finding andfixing defects, Cost of Poor Quality also includes: The hidden cost of failing to meet customer expectations the first
time
The hidden opportunity for increased efficiency
The hidden potential for higher profits
The hidden loss in market share
The hidden increase in production cycle time
The hidden labor associated with ordering replacement material
The hidden costs associated with disposing of defects For most companies today, the cost of poor quality is likely
to be 25 % of sales.
In almost every company where the COPQ is unknown, the
COPQ exceeds the profit margin.
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Which Business Function Needs It?Which Business Function Needs It?
As long as there is a process that produces an output, whether it isa manufactured product, data, an invoice, etc, we can apply the
Six Sigma Breakthrough Strategy. For these processes to perform
to a customer standard they require correct inputs!!!
6 Sigma
Methods
MFG.
DESIGNSERVICE
PURCH.
MAINT.
ADMIN.
QA
Marketing
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Why Six Sigma?
Six Sigma will enable Bank of America to make the
breakthrough improvements in customer satisfaction andshareholder value that we must achieve to reach our goal of
becoming one of the worlds most admired companies. Thats
why Im committed to using it as a performance management
discipline throughout our company.
Ken Lewis, Chairman and Chief Executive OfficerBank of America
Ken Lewis VisionKen Lewis Vision
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What is Six Sigma?
Why Six Sigma? Why Six Sigma at Bank of America?
Connection to Strategy.
Agenda
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Prioritization &Root Cause Counter Measures& Activities Who When ProcessCapabilityExpected
Benefits/ImpactTarget Achieved?/Impact
1. Value for Money1. Decliningmarket perception compared to competit i o n. 1 . I nc re as e c u st o m erp e rc ep t ionof value p rovided CI, KPRO, EI , HI thru2. Inadequate margins, discounts, profitability,promotions,as
perceived by customers/cha nnel partners
2 . Of f er s im pl i fi e d/ c om p et i ti v e p r ic e/ p ay me n t p l an s C I , KP R O, E I, D I
3 . O ff er di ff er en ti at ed le ad er sh ip p ro du ct s K PR O, D& AI ,C I 1 2 p p.4. Improve effectiveness of promotions, advertising CI,DI
5. Improve operatingcosts and effi ciencies C&GS 2000
2. Customer Service/Technical Support1 . P roc e s s n o t c u st o m er-f o c us e d 1 . Re -st ru ct u re /re -e ng i n ee ro rg .to meet needs; customerfocused integratedprocessimprovementsKPRO,D&AI,DI,HI thru
2. Lack of closedloopprocess tocorrect customerproblems 2. Additional technicalsupport HI,D&AI,GCSS3 . U n s at i sf a ct o r yr e sp o ns e t im e ,p r ob l em r e so l ut i on 3 . C u s to m er e s ca l at i on p r oc e ss ; p r ob l em r es o lu t io n ; t e c hn i ca l tr a in i ng E I 2 0 00
3. ProductPerformance1. Products/servicesdonot performtoVOC require m e nt s 1 . I m p rov e p ro d u ct p e rf o rma n c e an d re liabilit y ; d r i ve t o s i x s i gm a q u al i t y s t a nd a rd s CI , KP RO, C&GS , D& A I ,
DI,EIon-going
2. Product/serviceperformance monitoringvs. VOCdoes not occur 2. Institutepost-launchmonitoring forallmajo rp ro du ct in tr od uc ti on s C I, KP RO t hr u2 00 0
3. Products/servicesperformanceare not easyto u se 3 . F oc us on ea se of us e a sp ec ts fo rpr od uct d es ig n D &A I, CI o n- goi ng
4. Sales/Marketing Support1 . I n su f fi ci e nt b u s in e ss g r o wt h su p po r t 1 . R e de si g n/re s t ruc t u re SF, t ra in i n g, t a rg et k e y, c u s to m e rrel a t i on s h ip m a n ag e me n t C I , EI , K PRO, D I , H I , t h ru
2. Inadequate contact-new product/program information,merchandising, IM
2 . Expan dal ter nat ive veh icl es of d el iver y C I,H I, KPRO 10 pp
3. Insufficient knowle dge : Bus.-Tech. 3. Custo mer training EI
4. Custo mer communications DI, EI,C&GS 2000
5. EaseofDoing Business1. Cuts across performance areas(Sales, O&D, Billing&Credit,Cust.
Svc., Tech. Support)
1 . I m pr o ve su p pl y c h ai n ma n ag e me nt ( s ee I S CM BF fo r de t ai l s) A l lB U 's (& Re g io n s) t h ru U S &C R o r de r t ra n sa c ti o n
surveys show ~9ppimprovement (1Q00)
2. Unresponsive,lack of follow-through, functionalsilos withlimited
scope
2 . Re sp o n si b i li t y / ac c o un t a bi l i t y, Tra i ni n g , Com m u ni c a ti o n s DI , C I, E I , GCS S
3 . Un s at i s f ac t o ry pro b l em re s o lu t i on 3 . Re -en g i ne e r, re -s t ruc t u re org a n iz a tiont o m ee t cu st om er n e ed s C I, KP RO ,U S& CR ,EAMER
11pp
4. Simplify/improve processes, includeproblemresolution, contracts, accountsmanagement HI,DI,US&CR,EAMER,G
CSS
2000
6. ProductAvailability1. Non-integrated supplychainresults insub-opti mal or de r/ de li ver y 1. See ISC MB F f or de ta il s Al lBU 's t hr u 20 00
PROBLEM STATEMENT: Kodak's aggregate corporate custome rsatisfaction is at 76%, which is lowerthan world class benchmarks of 90%+.This gap of15-20 pprepresents a $1B-2B revenue opportunityforthe company.
Benchmark: 90%+
72%69%
0%
50%
100%
YE991Q002Q003Q004Q00
%Satisfaction
81.0%
0%
50%
100%
YE991Q002Q003Q004Q00
%
Satisfaction
Not
Planned
Overall Customer Satisfaction (KeyDrivers)
0%
25%
50%
75%
100%
Va
l ue
/ Pr
i ce
Cus
t .
Svc.
/ Tec
h.
Supp.
Pr od.
Per
f .
Sa
l es
/ M
k t g.
Supp.
Ease
Do
i ng
Bus.
Pr o
d.
Ava
i l
( O&D)
PercentofBU's
78%
0%
50%
100%
YE991Q002Q003Q004Q00
%Satisfaction
NotPlanned
Overall ProductQual ity/Perf. Overall Service QualityOve ra llCu sto me r Sa t isfa ctio n
W t. 0.50 W t. 0.25
Customer Satisfaction Benchmark
69% 68%
76% 77%
50%
60%
70%
80%
90%
100%
E K 9 7* E K9 8* E K 9 9* * E K1 Q0 0
PercentSatisfaction
*Old Metr ic: O v e r a l l C u s t o m e r Sat
**New Metr ic: Customer Satisfacti onS c o r e
Opportunity Gap
Wt. 0.25
Benc hm ark Benchma rk Benchmark
79.7%71.3%
65.1%
93.2%
64.6%70.4%
81.6% 76.5%80.0%71.8%
65.5%
93.2%
64.9% 70.4%82.5% 76.9%
0%
50%
100%
CI HI KPRO EI DI D&AI C&GS EK Overall
%Satisfaction
Y E 99 1 Q 00Improvement
Nordstrom,Lexus 92%
BMW Mercedes 86%Coke84%
Customer Satisfaction Score
Customer Segment MBF
Prioritization & Root Cause Counter Measures & Activities Who Whe n ProcessCapabilityExpected
Benefits/ImpactTarget Achieved?/Impact
1.Val ue for M oney1 . De c li n in g ma r ke t pe r ce p ti o n c o mp a re d to c om pe t it i on . 1 . In c re a se c u st o me r pe r ce p ti o n of v al u e p r ov i de d C I , KP R O, E I ,H I t h ru
2. Inadequate margins, discounts, profitability,promotions,asperceived by customers/channel partners
2 . O f fe r s im p li f ie d/ c om p et i ti v e pr i ce / pa y me nt p l an s C I , KP R O, E I, D I
3. Offerdifferentiatedle adership products KPRO,D&AI,CI 12 pp.4 . Im pr ov e ef fe ct iv en es s of p r om ot io ns , ad ve rt is in g C I, DI
5. Imp rov e o pe ra ti ng co sts and ef fi ci enci es C &G S 20 00
2.C us tomer Service/Technical Support1 . P r oc e ss n o t cu s to m er - f oc us e d 1 . R e -s t ru c tu r e /re-engineer org. to meet needs; customerfocused integratedprocess improvementsKPRO,D&AI,DI,H I thru
2. Lack of closedloopprocess tocorrect customerproblems 2. Additional technicalsupport HI,D&AI,GCSS3 . U ns a ti s fa c to r y r es p on s e ti me , p r ob l em r e so l ut i on 3 . C us t om e r es c al a ti on p r o ce s s; p r o bl e m r es o lu t io n ; t ec h ni ca l t ra in i ng E I 2 0 00
3.Produ ctPerformance1. Products/services donot perform toVOCrequirements 1. Improve product performanceand reliability; driv e t o si x si g m a qu a l i ty s t an d a rds CI , K PRO, C& GS, D& A I,
DI,EIon-going
2. Product/serviceperformance monitoring vs. VOCdoes not occur 2. Institutepost-launchmonitoring for allmajorproductin trod uctions CI,KPRO t hru 2000
3. Products/services performanceare not easy to use 3. Focus oneaseof use aspects forproduct desig n D&AI ,CI o n-goi ng
4.Sales/ Marketing Support1 . In s u f fi c i en t b us i n e ss g ro wt h s up p o rt 1 . Re d e si g n / res t ru ct u re S F, t ra i n i ng , t arg e t k e y, c us t o me rre l at i o n s hi p ma n a ge m e n t C I , E I, K P RO, DI , H I , t h ru
2. Inadequate contact-new product/program information,merchandising, IM
2. E xpan dal ter nat ive veh ic les o f de liv er y C I,H I, KPR O 1 0 p p
3. Insuf ficien t know ledge : Bu s.-Te ch. 3. Customer trai ning EI
4. Customer communi catio ns DI, EI,C&GS 2000
5.Ease ofDoing Business1. Cuts across performance areas (Sales, O&D, Billing& Credit,Cust.
Svc., Tech. Support)
1. Improve supply ch ai n ma na ge me nt ( se e IS C MB F f or d et ai ls ) A ll BU ' s ( &R eg io ns ) t hr u U S& CR or de r tr an sa ct ion
surveys show ~9ppimprovement (1Q00)
2. Unresponsive,lack of follow-through, functionalsilos withlimited
scope
2. Responsib i li t y/ a cc o un t ab i li t y, T r ai n in g ,C o mm u ni ca t io n s D I ,C I ,E I ,G C SS
3 . Un s at i s fa c t o ry pro b l em re s o lu t i o n 3 . Re -e ng i n e er, re -s tru c t ure o rg a n iz a t i on to m ee t c us to me r n ee ds C I, KP RO ,U S& CR ,EAMER
11 pp
4. Simplify/improve processes, includeproblem resolution, contracts, accounts management HI,DI,US&CR,EAMER,G
CSS
2000
6.Pr oduc tAvailability1 . No n- i nt eg ra te d su pp ly ch ai n re su lt s in su b- op ti ma l or de r /d el iv er y 1 . Se eI SC MB F fo r de ta il s A ll BU ' s t hr u 20 00
PROBLEM STATEMENT: Kodak's aggregate corporate customers atisfactionis at 76%, which is lowerthan world class benchmarks of 90%+.This gap of 15-20 pprepresents a $1B-2B revenue opportunityfor the company.
Be nc hma rk : 9 0 %+
72%69%
0%
50%
100%
YE991Q002Q003Q00 4Q00
%
Satisfaction
81.0%
0%
50%
100%
YE991Q002Q003Q004Q00
%Satisfaction
NotPlanned
Overall CustomerSatisfaction (KeyDrivers)
0%
25%
50%
75%
100%
Va
l ue
/ Pr
i ce
Cus t .
Svc.
/ Tec
h.
Supp.
Pr o
d.
Per
f .
Sa
l es
/ M
k t g.
Supp.
Ease
Do
i ng
Bus.
Pr o
d.
Ava
i l
( O&D)
PercentofBU's
78%
0%
50%
100%
YE991Q002Q003Q004Q00
%Satisfaction
NotPlanned
Overall ProductQuality/Perf. OverallService QualityOverall Customer Satisfaction
W t. 0.50 W t. 0.25
Customer Satisfaction Benchmark
69% 68%
76% 77%
50%
60%
70%
80%
90%
100%
EK 97 * E K9 8* E K 9 9** E K1Q 00
PercentSatisfaction
*OldMetri c: Overall Customer Sat**New Metric: Customer Satisfaction Score
Opportunity Gap
Wt. 0.25
Benchmark Benchma rk Benchmark
79.7%71.3%
65.1%
93.2%
64.6%70.4%
81.6% 76.5%80.0%71.8%
65.5%
93.2%
64.9% 70.4%82.5% 76.9%
0%
50%
100%
CI HI KPRO EI DI D&AI C&GS EK Overall
%Satisfaction
Y E9 9 1 Q0 0Improvement
Nordstrom,Lexus 92%
BMW Mercedes 86%Coke84%
Customer Satisfaction Score
Deposits Golden Thread MBF
Green Belt Project Application
Problem Definition (What is the Defect? What is the magnitude of the defect? What is the improvement
goal (at least 50% improvement) and timeframe for this project?) :
Primary Metric (measure of defect): Secondary Metric(counterbalancing measure):
What willbethe impact oftheimprovement fromacustomersstandpoint?
What istheexpectedsavingsorrevenueincrease?
HighLevelProcessMapandMultilevelParetoareattached. _______
FinancialDirectorSignature: _____________________________________________________________ Date:(Agreesthatthepotentialfinancialbenefitscanbe achievedandmeasured)
CustomerSegmentLeaderSignature_______________________________________________________ Date:
ChampionsSignature: ___________________________________ _______________________________ Date:
Completeafterprojectisapprovedforclassenrollment
NameofGreenBelt Candidate:
Project TeamMembers:
Green Belt Project
Customer Segment Root Cause
1. Too many problems (error free banking)
Assigned to Payment and Deposits Golden Thread Teams
Deposit Golden Thread Root Cause
2.1 Complexity of Teller Processes
contributes to processing errors
Green Belt Project DefinitionImprove number of counter deposit slips
presented for processing but did not post in
time in _____________ (Mid-Atlantic, Kansas
City, or Tampa) from ________% to ______%.
Strategic Alignment - From Strategy to Action
Bank ofAmericaKen Lewis,Chairman andCEO
1.1Providea world-classcustomer/clientexperiencethrougheasy access andefficient,error-freeservice
C. Goslee / B. Desoer
1.2Attractandr etainprofitablecustomers/clientsandcontinuouslyreward themfor keepingand bringingmoreoftheir businesstous G .T aylo r /R. DeMar tini /A.Br in kley
E .Br o w n
1.3Becomethetrusted advisorfor financialsolutions R.DeMar tin iE .Br o w n
1.4Developand deliverinnovativenew productsandsolutionswhichmakefinancial servicesworkinways itnever hasbefore A. Brinkley /B.Desoer
E. Brown
BeRecognized As OneoftheWorlds Most
Admired Companies
VISION
Breakthrough StrategiesGOALS
ASSOCIATE
Provider ofChoice92% CustomerSati sfaction
Employer ofChoice90% AssociateSa tisfaction
2nd
Draft
CUSTOMER
2.1Attractand retainaworld-classworkforce S. Alphin2.2Define and alignAssociateroles, measuresand rewards
toourstrategy S. Alphin2.3Providethe supportandtools Associates needto excel
B.Deso er 2.4Enable Associatesto achieveprofessionalgrowth
balancedwithpersonal goals B.Desoer2.5Reflectthedi versityofthecommunitiesand customers
weservein our workforce S. Alphin
Hoshin Plan
Hoshin Strategy
1.1 Provide a world-class customer/client experiencethrough easyaccess and efficient, error-free service
Six Sigma Change Process
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A Common Tollgate ApproachA Common Tollgate ApproachA Common Tollgate ApproachA Common Tollgate Approach
Project Management
Ownership & Commitment
Change Integration
DefineDefine
MeasureMeasure
AnalyzeAnalyze
ImproveImprove
ControlControl
Improvement (Current)
Development (New)
Two approaches to reaching the Six Sigma goal:
- Improving existing products and processes- Developing new products and processes
Different tools and steps, but focus and flow is the same
DFSSDFSS$ $
GB/BBGB/BB
Two Approaches
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Master
BlackBelt
Black Belts
Green Belts
Team Members
Quality Fundamentals/ Kaizen Now
Ch
amp
ions
Mentor, trainer, and coach of Black Belts and otherin the organization.
Leader of teams implementing the six sigmamethodology on projects.
Delivers successful focused projects usithe six sigma methodology and tools.
Participates on and supports theproject teams, typically in thecontext of his or her existingresponsibilities.
Responsible for supporting the Deployment
Strategy within Line of Business/Customer
Segment or Golden Thread
Deployment
Champions
Education
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Leadership Commitment, Competence, &
Involvement
Methodology & Tools
Data Driven Statistically Validated
Best People 100% Dedicated to Defect
Reduction
Project Focused Aligned to Strategic Goals (Hoshin, MBF)
High ROI Expectations
What Makes Six Sigma Different?
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Six Sigma & LeadershipSix Sigma & Leadership
Six Sigma only works when Leadership ispassionate about excellence and willing to change.
Fundamentals of Leadership
Challenge the process
Inspire a shared vision
Enable others to act
Model the way
Encourage the heart Six Sigma is a catalyst for leaders
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Bank of America Executive Officer team
Ken Lewis certified Green Belt
Jim Hance certified Green Belt
Amy Brinkley certified Green Belt
Ed Brown certified Green Belt
Rich DeMartini certified Green Belt
Barbara Desoer certified Green Belt
Gene Taylor certified Green Belt
The Bank of America executive officer team are all
certified Green Belts
Executive Commitment
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Sustaining the intensity of our Six Sigma work is critical for Bank of
America to achieve its strategic goals. Six Sigma has enabled us
to generate more than $300MM in first-year productivity
gains for the company. It has also had a significant impact uponthe leadership team with our personal education and certification as
Six Sigma Green Belts. As we look to the future, our leadership charge
is to keep Six Sigma a top priority and use it to produce organic
customer revenue growth.
Ken Lewis (10/9/02)
Results
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Questions?