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SemiconductorManufacturing:Thinkglobally,buildlocally
Tableofcontents
01
ExecutiveSummary
02
Evolutionofthesemiconductor
manufacturinglandscape
03
Stepstoacceleratesuccessful
fabbuildandoperations
04
Conclusion
05
References
SemiconductorManufacturing:Thinkglobally,buildlocally2
ExecutiveSummary
Manyhightechcompaniesareracingtobuildand/oraugmentonshore
semiconductorfabricationplants(“fabs”).Withthepandemic-drivenchipshortagestilltopofmindandnow-decliningdemandexpectedtoreboundsharplyincomingyears,theywanttobeready.
Butthesemiconductorbusinessiscomplexandchallengesthatrange
fromaddressingtalentshortagestonavigatingthenuancesoflong-term,strategicplanningprocessesrepresentconsiderablehurdles.Fourstepscanbettertheirchancesofclearingthesehurdlesandensuringthatthechangingfaceoftheindustryispreparedforwhateverthefutureholds.Thisreportdiscussesthesestepsindetail,sharingexecutiveinsightsandcasestudiesthatilluminatebothchallengesandleadingpractices.
SemiconductorManufacturing:Thinkglobally,buildlocally3
Evolutionofthesemiconductormanufacturinglandscape
Evolutionofthesemiconductormanufacturinglandscape
Currentinvestmentsinneworexpandedsemiconductorfabsrepresentamassivebetontheindustry’sfuture.
Consider:Therearemorethan60(atthetimeofpublication)announcedneworexpandedfacilitiesacrosstheUnitedStates,11ofwhicharenewor
expandedfabs.1Eachfacilityrepresentsupto$10billioninCapexandgovernmentsupportandtheytargettobeonlinewithinthenextthreeyears.2
Forperspective,theUnitedStates’$52billion
commitmentrepresentsjustasmallportionofthealmosthalfatrilliondollarsingovernmentfundingfornewfabsglobally.3Businessandgovernment
leadersshareanoverarchinggoal:eliminatethe
risksassociatedwithhavingmostoftheworld’s
semiconductorchipsproducedinveryfew
locationsbyonshoringandfriendshoringthese
operations.BasedonAccenture’srecentinterviewswitharangeofindustryleaders,companiesare
highlyoptimisticabouttheirprospects(seeAbouttheResearchfordetails)andexpecttobeready
fortheanticipatedreboundindemandforchipsin2024(SeeFigure1).
Nonetheless,executivesareacutelyawarethat
theyfaceconsiderablechallengesonthepathtosuccess.Theyknowthey’reshoulderinganagendathat,formost,meansmovingwelloutsidetheir
strategiccomfortzones.Andtheyknowthey’re
tryingtoaccomplishsomethinginshortorderthattheindustryhadnaturallydevelopedtoitscurrentstateoverdecades.Thisisn’torganicgrowth.
Executivesareworriedaboutstabilizingsupply
chainsandoperations,handlingunanticipated
challengesandenhancingnationalsecurity.They’reworriedaboutdevelopingstrongcapitalallocationstrategies—balancingshort-termandlong-term
needsthey’reworriedaboutidentifyingand
developingtalentamidanongoingshortage.And
they’reworriedabouttrackingandmeetingevolvinggovernmentfundingrequirements.
“IdohavefearsintheUnitedStatesaboutalotoftheoverheadinbuildingnewfactorieswithenvironmentalandsomeotherrestrictionsthatarejustnon-existentinsomeplacesinAsia.
[That’s]acostdisadvantage,andit’sahardonetoovercome.”
AmkorTechnologyExecutive
SemiconductorManufacturing:Thinkglobally,buildlocally5
Evolutionofthesemiconductormanufacturinglandscape
Figure1:IndustryRevenue$800
Revenue($B)
$700$600$500$400$300$200$100$0
2008
255.1
2009
228.7
2010
301.5
2011
307.8
2012
299.9
2013
315.4
2014
343.0
2015
334.9
2016
345.9
2017
2018
2019
2020
476.2
470.9
421.7
422.3
2021
2022
598.4599.6
2023
534.5
2024*
2025*
2026*
765.1
721.2
624.4
2027*
764.0
Charts/graphicscreatedbyAccenturebasedonGartnerresearch.Gartner®,Source:Market
Share:SemiconductorsbyEndMarket,Worldwidefrom2011to2022andSemiconductorsandElectronicsForecastDatabase,Worldwide,3Q23UpdateforForecastNumbers(2023to2027).Figuresareglobalandincludeallindustrysubsegments.Revenueissourcedfromeachforecastandplottedasneeded.
GARTNERisaregisteredtrademarkandservicemarkofGartner,Inc.and/oritsaffiliatesintheU.S.andinternationallyandisusedhereinwithpermission.Allrightsreserved
Copyright©2023Accenture.Allrightsreserved.
Figure1:
Historically,semiconductorrevenueshavebeencloselylinkedtomarket-drivenevents,suchtheDBubble,theGreatRecessionand
Covid-19pandemic.Specifically,ouranalysisofindustryrevenueshowsarevenuedeclinewhenthesekindsofeventsoccur,followedbyarebound
thefollowingyear.Whilerevenueisforecastedtodeclinein2023in
lightofuncertaineconomicconditions,itisexpectedtogrow18.5%in2024(atthetimeofpublication).4
“Governmentsandvariousregionstryto
haveacertainindependencefromaglobalperspective.There’salotofpublicmoneydrivingtheinvestmentintomanufacturingsitesandfabsandifyousumitup,thereispotentiallythehighestinvestmentintofabseverinthesemiconductorindustry.”
IndustryExecutive
SemiconductorManufacturing:Thinkglobally,buildlocally6
Evolutionofthesemiconductormanufacturinglandscape
Fourstepstonavigatethecurrentlandscape.
Theseconcernsarevalid.InJuly2023,TSMC
announcedadelayinstartingtheproductionof4nmchipsatitsPhoenixfacility,which
theybeganconstructingin2021.Thefab,whichwasexpectedtocomeonlinein2024,isnow
scheduledtoopenin2025duetoalackofskilledworkerswiththenecessaryexpertisetoinstalltheequipmentcorrectly.
Asofthiswriting,TSMChadrespondedrapidlytothechallengewithplanstobringmorethan500workersfromTaiwantotrainlocalemployees.5
Thegoodnewsisthattheoutlinesofleadingpracticeareemerging.Basedoninputfromthe
executivesweinterviewed,ourclientexperiences,industryexpertiseandongoingquantitative
research,Accenturehasidentifiedfourstepsthatcompaniescantaketobettertheirchancesof
successastheyacceleratetheireffortstobuildandoperateonshorefabs.
4stepstonavigatethecurrentlandscape:
1.Createaninternalcapabilitytoengageinpublic-privatepartnerships(PPP)
2.Rethinktalentstrategies
3.Becomeradicallyproactiveaboutsecurityandemergingtechnologies
4.Re-assessROIexpectations.
Therestofthisreportfocusesoneachstepinturn.
SemiconductorManufacturing:Thinkglobally,buildlocally7
Stepstoacceleratesuccessfulfabbuildandoperations
Becomeradically
proactiveabout
securityandemergingtechnologies
Re-assesROIexpectations
Createaninternal
capabilitytoengageinPPP
Rethinktalentstrategies
Step1|CreateaninternalcapabilitytoengageinPPP
Globally,asnoted,governments
areemergingasprolificand
engagedinvestorsinonshorechip
manufacturing.Asoneindustryexecutiveputit:“It’sintheinterestofthegovernment[toinvest
heavily]becausealotoftheactivitythattakes
place,notjustfromacommercepointofview,butalsofromthedefensepointofview,isgoingtobehighlydependentonthesemiconductorcapabilitiesofthecountry.”
Thechallengeforcompanyleadersishowto
securesomeofthisgovernmentfunding.Reducedtoitsessentials,thisisarace—albeitaracewith
guardrails—forfunding.AnAnalogDevicesDirectorofProductMarketingnoted:“It’shardtoinvestinthemanufacturingspace.Butsincethegovernmentiscoveringalotoftheexpenses,it’slikemoneyonthetable.Ifyoudon’ttakeitnow,youwillnevertakeit.Youwon’thaveachance.Othercompetitorswill
takeitbeforeyoudo.”
Theyalsoneedtobeabletodeploythefundingtheyreceive.Allofourrespondentsobserved
thefederalgovernment’sroleinfabdevelopment.
Ourrecentresearchfoundthat45%ofglobalhightechexecutivessaidincentivesfromagovernmentprogramwereafactorintheirreshoring/relocationplans,thoughitwasn’tthedecidingfactor.6
Regardless,hightechcompaniesareprioritizing
investmentintheUnitedStatesandCanadaat34%,and28%aresecondarilyprioritizinginvestmentsinthesameregionoverthenextthreeyears.Wealsofound35%areprioritizinginvestmentsinIndiaand
30%areprioritizinginvestmentsinWesternEuropeduringthistimeperiod.7
Beyondthefederalgovernment,statesareacutely
awareofenvironmentalimplicationsfortheirregions,thenatureofthejobscreated,thetypeofeducationneededandtheassociatedand(preferablyintegratedopportunities)forcommunityimprovement
andadvancement.They’retailoringtheirown
requirementsbasedonfactorslikeenvironmentalstandards,investmentsandjobavailability.
Asaresult,anindustryexperttoldus,“Thestate
does[playthemostimportantroleindevelopment]becausethey’remostinvestedinsecuringthat
capabilityfortheirregion.”
SemiconductorManufacturing:Thinkglobally,buildlocally9
Step1|CreateaninternalcapabilitytoengageinPPP
HowtocreateaninternalcapabilitytoengageinPPPs
Beproactiveaboutengagingwith
localandfederalgovernmentofficials,
withaneyetowardensuringthat
thecompany’sunderstandingofthe
regulationsdate.
meetings
Prepare
inadvancethegrant
createIfa
teach
creatingata
laterandthey’ll
team
understandinghavethe
adapt
Articulatefor
Elevate
highlightingin
deeperFor
engagement,
governmentevolve
providers,thesector
theirroleprojects
move
highlighted
Conductongoingresearchand
analysisonleadingpracticesforPPPs
Developanunderstandingofholisitc
socialinfrastructure(e.g.,childcare,
educationalpathways)designedto
organizationswell-staffedwithpeoplewhohavetheexpertiseneededinthe
momentandcanmeetrapidlyunfoldingdeadlinesandhandlerequests.
Fosternewpartnershipstocreate
cross-industryconsortiums.Leverageexistinginfrastructureandongoing
efforts(e.g.,NASA,NIST)andcommittoengagingwithacross-industry
consortiumtoimprovecollaborationandfosterinnovation.
Q
.
andjobs,keep
R&D
andrequirementsisuptoTaketheleadinschedulingthese
andsettingtheiragendas.
theprocessesandpoliciestopursueandmanage
process.Theideaisto
astructurethatenablesspeed.
companyhastoformateamandthemthenecessaryrulesfor
agrantproposal,they’llstartdisadvantage.Iftheruleschange
theylackastrongfoundation,struggle.Ontheflipside,if
membersareconfidentintheir
oftherequirementsand necessaryexperience,they’llmoreeffectively.
andsocializeclearrolesstakeholdersandbeneficiaries.
ecosystempartnershipsby
theuniqueroleeachplays
developingnewfabsandfosteringengagementwithstakeholders.
example,withnewmessagingandacompanycanhelptheirpartners(stateandlocal)
fromsimplybeingfinancing
tobecomingstewardsof
.Companiescanhighlight
innationalsecuritywiththese
.Together,theecosystemcan
forwardwithpurposeandmissionfromtheoutset.
SemiconductorManufacturing:Thinkglobally,buildlocally10
SemiconductorManufacturing:Thinkglobally,buildlocally11
Step1|CreateaninternalcapabilitytoengageinPPP
IndustryExample
TheTexasInstituteforElectronics(TIE)isaPPPsponsoredbytheUniversityofTexasatAustin.Thispartnershipconvenespublic
entities,semiconductorcompanies,defenseelectronicscompanies,nationallabsandacademicinstitutionstostrengthenthenation’s
leadershipinadvancedpackaging.OneofitsprimarymissionsistoleadtheindustrystakeholdersinrethinkingthetalentstrategyandSTEMeducation.Additionally,TIEiscollaboratingwithitspartnerstodevelopandimplementsemiconductorworkforcedevelopment
strategies.Recently,TheUniversityofTexasatAustinhasbeenawarded$440MinfundingfromstateofTexastobuildfabs.8
Stepstoacceleratesuccessfulfabbuildandoperations
Rethinktalentstrategies
Createaninternal
capabilitytoengageinPPP
Re-assesROIexpectations
Becomeradically
proactiveabout
securityandemergingtechnologies
Step2|Rethinktalentstrategies
IntheUSin2019,lessthanathird(28%)ofSTEM-educatedworkerswereworkinginaSTEMjob.9
Ameaningfulincreaseinthenumberofemployed
STEMworkerscouldbepluggedintothe
semiconductorworkforce.Yetthisindustry,likemanyothers,facesasignificanttalentshortage.
Ourinterviewsindicatethatcompaniesbelievetheirorganizationswillfindandattractthe
individualstheyneedwithinthistalentpool—peoplewhoarepreparedandwillingtohandlethespecializedtasksassociatedwithchip
manufacturing.Makingithappen,though,requiresinterventionbytheindustry.
Specifically,hiringmanagersneedtothinkboldly
tocreateacompellingvaluepropositionandact
urgently—engagingleadersfromwithinandbeyondthecompany—todeliver.
Inpart,thismeanspromotingtheindustryanewtoraiseawarenessofonshoregrowth.Companiesmustintensifytheireffortstohighlightsemiconductor
careerpathwaystootherengineeringsectors.Theyneedtothinkmorebroadlyaboutwhatthe“right”talentprofileisandhowandwheretoattractanddeveloptalent.The“right”profilehistoricallylookedforSTEMtalentonly.Today,theindustryismore
welcomingforhighschoolgraduates,apprenticesandnon-STEMgraduatestofillgapswithpropertraining.Bottomline,itmeansreinventingthe
industry’stalentstrategy,companybycompany.
SemiconductorManufacturing:Thinkglobally,buildlocally13
Step2|Rethinktalentstrategies
Howtorethinktalentstrategies
awarenessoftheindustrybeyond
traditionaltalentsourcesandattract
employeesfromdifferentbackgrounds,locations,racesandgenders—and
disciplinesbeyondelectricalengineering.Improvingdiversityandrepresentation
inleadershipiskeytothiseffortaswell.Theyshouldleveragefederalfunds
andactivatePPPstoextendintothe
workforceandsupporteffortstorecruit,retainandidentifyvarioustalentas
governmentagenciesplacearenewedfocusonthiseffort.12
Increaseeffortstoattract,include,
developandretainavariedworkforce.
Developformaloutreachprogramsfromurbantoruralregions.Therecruiting
processesneedtobeincreasinglyaccessibleandinclusivetoraise
Identifyandofferstepsforbuilding
newskillsorgrowingskills.Allow
existingemployeestodevelopskillsthatareindemandandenablethemtomoveacrossfunctions.Only34%ofworkers
A
“NowIthinkalotofpeoplearenotonly
lookingintotechnologicalchallenges,they
arealsolookingforpurpose,andtoworkinanenvironmentthatmakessensetothem…you’recompetingwithsoftwarecompaniesthat
allowworkfromhomeflexibility,butyouneedcontroltestersandpeopletooperatedifferenttypesofmachines.Youneedtoofferlong-termincentiveplansanddefinerolesasdevelopingforthefuture.”
IndustryExecutive
areveryconfidentthattheirskillswill
beofuseandvalue3-5yearsfrom
now,soleadersshouldhelpemployeesunderstandwhyitmattersandconvincethemthattheeffortisworthit.10Thereisahighlikelihoodoftransferability
betweenengineeringtalentand
connectedtechnologieswhichcan
uncovermissedtalentpoolsandcloseskillgaps.
Embraceemergingtechnologies
includingAI.Automatetaskswhere
possibleandfocusonfillingmore
strategicandtime-insensitiveroles.Ourrecenthightechexecutivesurveyfoundthat56%ofrespondentsareplanning
toinvestinartificialintelligenceand
machinelearning-basedmanufacturingfordigitaltechnologies.11Thestrategy
entailsmorethanautomatingtocreateoperationalefficiencies.It’salsofocusedonattractingtherighttalenttoleverageemergingtechnologiestorunfabsas
efficientlyaspossible.
SemiconductorManufacturing:Thinkglobally,buildlocally14
Step2|Rethinktalentstrategies
IndustryExample
Intel’sambitionstocreatea“SiliconHeartland”inOhioincludemorethanitsplannedcutting-edgefabs.Thecompanypledged$50milliontosupport80higher-educationinstitutionstotraintomorrow’s
workforceandprovideinternships,guidanceandresearch
opportunities.Ithasalsopositioneditselfasaprimarydriver,partnerandresourcetocollaboratewiththehighereducationsystemto
refineitsofferingstoproducetheworkforceitneedsinthestate.Forexample,Intelaskeduniversitiestoprovidehands-onclean-room
experiencetocommunitycollegestudentstogaintheskillstheyneedtosupporttheindustry’sgrowth.13ThecompanyalsoawardedOhioUniversityagranttoleadamulti-universityeffortaimedatgrowingaSTEM-focusedworkforcetofueltheadvancedmanufacturingsectorinOhio.14
SemiconductorManufacturing:Thinkglobally,buildlocally15
SemiconductorManufacturing:Thinkglobally,buildlocally16
Step2|Rethinktalentstrategies
Industryexample
GlobalFoundriesoffers“returnships”tohelpexperiencedwomenandveteransreturntotheworkforceandhasaManufacturing
TechnicianApprenticeshipProgramtobuildaworkforcepipeline.15ThecompanyispartoftheSTEMReentryTaskForce,analliancegearedtowardtechnicalorengineeringprofessionalwomenwhoareseekingtoresumetheircareers.16Anothergoalistosupport
andreskillthenumberoftechnicalwomenacrossvariousfields.AccenturehaspartneredwiththeGlobalSemiconductorAlliancetostudythistopicindepthandoffersolutions.17
Stepstoacceleratesuccessfulfabbuildandoperations
Becomeradicallyproactiveabout
Createaninternal
capabilitytoengageinPPP
Rethinktalentstrategies
securityandemergingtechnologies
Re-assesROIexpectations
Step3|Becomeradicallyproactiveaboutsecurityandemergingtechnologies
Conceptssuchassecurity—specificallydatasecurityasitrelatestoemerging
technologiesandsupplychain
protection—wereconsistentthemesweheard,withgoodreason.Asan
industryexecutivetoldus:“Onascaleof1to10,
theimportanceofsecurityisa10.Maybeeven11!
It’saboutdesignhousessecuringtheIP,facilities
securingthemanufacturingprocessandsecuringthesoftwaretoavoidthreatsthatcanpotentially
shutdownafab.”Thissecurityelementbecomes
increasinglyimportantastheecosystemexpandsandasthenumberofplayersinvolvedinbringingasemiconductorsolutiontomarketincreases.Eachconnection,newcustomer,supplierandsourceofdatabecomesanewsecurityvector.Whilesecurityisoftheutmostimportanceforafacility,emergingtechnologies(metaverse,AI,GenAI,etc.)can
improvetheefficiencyofhightechmanufacturingoperationsandmakelifeeasierfortheemployees.
Wealsonotedanemphasisonlearningaboutand
adoptingadvancedtechnologiesandcapabilitiesin
thesemiconductorindustrytoimproveinputs(suchasthecleanroom)andoutputs(suchastheyield).
Mostoftheexecutiveswespokewithwereparticularlyfocusedonthemetaverseandpotentialforthe
technologiestoimproveoperationsexponentially,
tothepointoftransformation.However,withnew
emergingtechnologies,thepotentialsurfaceareaforsecurityattacksalsoincreases.
Asoneindustryexecutivesaid,“Artificialintelligenceisoneofthoseaccelerators,ifyouunderstand
howtorunanAIsystem,youcangainasystem
understandinginaveryfasttime.Thatenablesyoutoprovideworldclasssystemswithouthavingallthishistoryofsystemunderstanding.”
BrandonGoodyear,VicePresident,CFOAcceleratedComputingandGraphicsatIntelsaid:“Thanksto
thevirtualrealitycapabilitieswithinourfab,our
employeescanmonitorfaboperationsfromthe
RemoteOperationsCenter(ROC),ratherthanfromwithinthefab.ThishelpsIntelminimizedisruption
inmanufacturingandsustaincriticaloperations
throughoutourglobalnetworkoffabs.Having
remoteoperationscapabilitiesisnotanicetohave—it’sarequirement.Notonlydoesitensurebusinesscontinuity,itincreasesoperationalefficiencyand
allowsustomitigatequalityrisk(e.g.,reducingnumberofcontaminants).”
SemiconductorManufacturing:Thinkglobally,buildlocally18
Step3|Becomeradicallyproactiveaboutsecurityandemergingtechnologies
Howtobecomeradicallyproactiveabout
securityandemergingtechnologies
formal,
atallexceptions.
in
technologiesearly
allocates
Oneoftools
partners’
18
.
andResearch’s
advanced
Semiverse™benefited
hope
“Metaverseismakinganimpactonthe
innovationside.Ifyoulookatartificial
intelligenceandmetaverseit’sbecominga
requiredtechnologytocutthecostandspeedupdesigncycles.Theseareessentialdemandsforthefutureandmetaverseisthekeytoit.”
IndustryExecutive
“Securityofalltypes,fromaccesstodatato
data-sharingisatoppriorityforus,ourpartnersandourcustomers.Soaswethinkabout
increasingglobalreality(e.g.,metaverse),soincreasestherequirementforrobustsecurity
IntelExecutive
”
.
Ensurethatthecompany’sapproachtosecuritypermeatestheentire
organization.Codifythecompany’sapproachtosecurity.Articulateandformalizerolesandresponsibilitiespertainingtosecurity.Establish
required,regulartrainingforpeoplelevelsofthecompany,withno
Designandbuildfabswithsecuritymind.Identifythetoolsand
neededtosecuredata,technology
infrastructureandarchitectureas
aspossible.TheUnitedStatesState
Department’sInternationalTechnology
SecurityandInnovationFund
$500milliontoexploreandsecuresemiconductormanufacturing.
itsgoalsistoprovidecybersecurityandservicestobolsterindustry
cybersecuritydefensecapabilities
Developandhonetheabilityto
operateremotelybyleveragingtheMetaverse.TheUnitedStatesandIndiangovernmentsrecentlyestablishedastrategicpartnershipaspartoftheinitiativeonCriticalEmergingTechnology.19Lam
Semiverse™Solutionsportfolioisacriticalcomponentinthiseffort,trainingupto60,000engineeringstudentsinsomeofthemost
nanotechnologiesandexperimenting
withvolatilechemistries.The
Solutionsportfoliohasalready
usersintheUnitedStateswiththeofreplicatingthesameinIndia.20
SemiconductorManufacturing:Thinkglobally,buildlocally19
Step3|Becomeradicallyproactiveaboutsecurityandemergingtechnologies
IndustryExample
Demonstratingeffectivesecuritypracticesisdifficult;the“proof”
ofsolidsecurityisthelackofabreach.Therefore,it’sdifficultto
showcaseanexampleofleadingpractices.Whatwedoknowisthatsecuritymattersenormously,notonlyasitpertainstoprotecting
thecompanyfromexternalthreats,butalsofromattacksonits
partners.TSMC’ssecuritywasputtothetestandexcelledagainstacybersecurityattack,asreportedinJune2023,thatstemmed
fromoneofitsIThardwaresuppliersbutdidnotcompromisetheirbusinessoperationsorcustomerinformation.21
Basedonourexperiencewithcompaniesinthesemiconductor
industryandbeyond,wecanpointtopracticesthatwebelievegivecompaniesanadvantageinsecuringoperations.Forexample,somecompanieshavebeenleveragingmetaversetechnologiestoplanin3Denvironments,experimentingwithspecificlayoutrequirementstoavoidcostlyandsometimesirreversibleplanningerrors.Theyalsousemetaversetechnologiestoanimatemanufacturingoperations;
adigitaltwinoftheentirefacilitybuiltinthemultiverseenableseasyaccessfromremotelocations.Accentureusesalayout
planningplatformthatprovidesdifferentusecasesincludingvirtualcollaboration,detailedvalidationofworkflowsandtheabilityto
createlearningmodulesforplanttraining.
SemiconductorManufacturing:Thinkglobally,buildlocally20
Stepstoacceleratesuccessfulfabbuildandoperations
Re-assessROIexpectations
Createaninternal
capabilitytoengageinPPP
Rethinktalentstrategies
Becomeradically
proactiveabout
security&emergingtechnologies
Step4|Re-assessROIexpectations
Thetimeframefromplanningto
launchcontinuestotightenasnewtalent,changemanagementandnewpartnersaddprojectcomplexity.Thesefactorsdecreaseavailabletime,increaseprojectedcostsandimpactprojectedROI.
Managingcostswhileoptimizingprofitability
emergedasrecurringthemesinourinterviews
withindustryexecutives.Inthi
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