麦肯锡-人工智能在工业环境中的应用.pdf

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1、SmarteningupwithArtificialIntelligence(AI)-What’sinitforGermanyanditsIndustrialSector?PrefaceArtificialintelligence(AI)isfinallybringingamultitudeofcapabilitiestomachineswhichwerelongthoughttobelongexclusivelytothehumanrealm:processingnaturallanguageorvisualinformation,recogni

2、zingpatterns,anddecisionmaking.WhileAIundoubtedlyholdsgreateconomicpotentialforthewholeworld,inthisreportweexplainhowandwhereAIwilllikelyaffecttheGermanindustrialsectorbyexploringseveralquestions:WhichsubindustriesaremoststronglyaffectedbytheautomationpotentialofAI?Whatarethem

3、ostpromisingusecases?WhatarepragmaticrecommendationsformanagersofindustrialplayersplanningtoharnessthepowerofAI?WedescribeseveralusecasesinwhichwehighlighttheimpactofAIandaimtoquantifyit.Theseusecaseswerecarefullyselectedbasedontheireconomicpotentialandtheirabilitytodemonstrat

4、ethebenefitsofAIinpractice.WedonotclaimthatAI–despiteitsenormouspotential–isthesilverbulletforeverybusinessproblem.WerealizethatAIisveryoftentheenablerforperformanceimprovementswhoseactualrealizationrequireschangingbusinessprocesses.Itisarapidlyevolvingfield.Thus,thepresentrep

5、ortneedstobeunderstoodasapeekintothefuturebasedonthecurrentstateoftheart.WiththesecaveatsweareconfidentthatthisreportwillprovidemanagersintheGermanindustrialsectorwithvaluableguidanceonhowtheycanbenefitfromAI.34AcknowledgementsThisstudywasconductedbyMcKinsey&Company,Inc.Wewish

6、toexpressourappre-ciationandgratitudetoUnternehmerTUM’s1artificialintelligenceapplicationunitfortheirsupportandvaluablecontributions.Theauthorswouldespeciallyliketothank:AndreasLiebl,PartnerNewVentureCreation,UnternehmerTUMAlexanderWaldmann,VisionaryLeadAI,UnternehmerTUM1Unter

7、nehmerTUM,foundedin2002,isoneoftheleadingcentersforentrepreneurshipandbusinesscreationinEurope.56ContentsExecutivesummary......................................................................................................81.AIisreadytoscale...................................

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