網(wǎng)絡(luò)安全行業(yè)市場(chǎng)前景及投資研究報(bào)告-培訓(xùn)課件外文版2024.4人工智能AI

DIGITAL

&

TRENDSArtificialintelligence(AI)incybersecurityCHAPTER

01OverviewValueoftheartificialintelligence(AI)cybersecuritymarketworldwidefrom2023to2030(inbillionU.S.dollars)ValueoftheAIcybersecuritymarketworldwide2023-203016014012010080133.8106.283.165604020050.839.831.124.320232024*2025*2026*2027*2028*2029*2030*3Description:Themarketforartificialintelligence(AI)cybersecurityisexpectedtoshowsignificantgrowthinthecomingyears.Whilevaluedat24.3billionU.S.dollarsin2023,theAIcybersecuritymarketisforecasttodoubleby2026,beforereachingnearly134billionU.S.dollarsby2030.ReadmoreNote(s):Worldwide;2023;*Forecast.ReadmoreSource(s):TechopediaMarketsizeandrevenuecomparisonforartificialintelligenceworldwidefrom2018to2030(inbillionU.S.dollars)ArtificialIntelligence(AI)marketsize/revenuecomparisons2018-2030IDC(February2021)Tractica(March2020)NextMoveStrategicConsulting(January2023)(October2023)2,0001,8001,6001,4001,2001,0008001,847.41,4151,068.7795.3511.3738.72030659.52029582.9445.9584.8554.3600420.4370.2327.5227.6305.9400281.4241.8207.970.9414324.38126108.420095.494.4151.2734.87202110.114.69201922.5902018202020222023202420252026202720284Description:Themarketforartificialintelligence(AI)isexpectedtoshowsignificantgrowthinthecomingdecade,accordingtoavarietyofsources.Accordingtodata,theAImarketsizeisprojectedtorisefrom241.8billionU.S.dollarsin2023toalmost740billionU.S.dollarsin2030,accountingforacompoundannualgrowthrateof17.3%.Meanwhile,accordingtoNextMoveStrategyConsulting,itsvalueofapproximately208billionU.S.dollarsin2023isexpectedtogrowninefoldby2030,[...]

ReadmoreNote(s):Worldwide;2018-2023Source(s):IDC;NextMoveStrategyConsulting;TracticaGenerativeartificialintelligence(AI)revenueworldwidefrom2020withforecastuntil2032(inbillionU.S.dollars)WorldwidegenerativeAIrevenue2020-20321,4001,2001,0008001,3041,07989772860054839940030421720001376740231420202021202220232024*2025*2026*2027*2028*2029*2030*2031*2032*5Description:Thegenerativeartificialintelligence(AI)marketisexpectedtorisesignificantly,from14billionU.S.dollarsin2020tonearly900billionU.S.dollarsin2023andmorethan1.3trillionU.S.dollarsin2032.ThisisduetoanexplosionofgenerativeAItoolsinrecentyearssuchasBardbyGoogle,ChatGPTbyOpenAI,andMidjourneybyMidjourney,Inc.ReadmoreNote(s):Worldwide;2023;*ForecastReadmoreSource(s):BloombergArtificialintelligence(AI)marketinterestgrowth2015to2023,byshareofcompaniesGrowthofmarketinterestinAIglobally2015-2023,byshareofcompanies18%16%14%12%10%16.63%10.31%9.53%7.6%8%5.78%5.74%20206%4%2%0%3.04%20170.81%20160.71%2015201820192021202220236Description:In2015barelyapercentileofcompaniesmentionedAIintheirRussell3000earningscalls.Thishasradicallychangedin2023withover16.5percentofcompaniesmentioningtheconceptofAIintheircalls.Onlyin2022and2020didthementionsdropsomewhat,thoughtheoverallgrowthoftheamountofmentionshasbeensteady.ReadmoreNote(s):Worldwide;2015to2023;ShareofcompaniesmentioningAIonRussell3000earningscallsSource(s):GoldmanSachsSizeofthecybersecuritymarketworldwidefrom2020to2030(inbillionU.S.dollars)Cybersecuritymarketrevenuesworldwide2020-2030600500400300538.3407.9296.1217.92001000202020222027*2030*7Description:Theglobalcybersecuritymarketsizeisforecasttogrowto538.3billionU.S.dollarsby2030.Cybersecurityisthepracticeofprotectingcomputerinformationsystems,hardware,network,anddatafromcyberattacks.Anincreasingawarenessofcyberthreatsleadtoarisinginvestmentincybersecurityinfrastructureworldwide.ReadmoreNote(s):Worldwide;2021to2027;*Forecast2022-2030CAGR:7.8%ReadmoreSource(s):GlobeNewswire;ResearchandMarkets;VarioussourcesInformationsecurityspendingworldwidefrom2017to2024,bysegment(inmillionU.S.dollars)Totalspendingonglobalinformationsecuritymarket2017-2024,bysegmentApplicationsecurityIdentityaccessmanagementSecurityservicesCloudsecurityInfrastructureprotectionConsumersecuritysoftwareDataprivacyIntegratedriskmanagementDatasecurityNetworksecurityequipment250,000200,000150,000100,00050,000020172018201920202021202220232024*8Description:Globalspendingoninformationsecurityhasbeengrowingfrom2017to2023,increasingfromjustunder100billionU.S.dollarsin2017toalmost200billionU.S.dollarsin2023.Mostspendinghasconcentratedinsecurityservices,infrastructureprotection,andnetworksecurityequipment.Spendingonsecurityservicesisexpectedtoreachnearly90billionU.S.dollarsby2024.ReadmoreNote(s):Worldwide;2017to2023;*ForecastReadmoreSource(s):GartnerITsecurityspendinggrowthrateworldwidein2024,bysegmentGlobalITsecurityspendinggrowth2024,bysegmentAnnualgrowthrate0%5%10%15%20%25%24.7%24.6%30%CloudsecurityDataprivacyInfrastructureprotectionDatasecurity17.5%17.4%Applicationsecurity15.7%14.8%13.9%IdentityaccessmanagementNetworksecurityequipmentSecurityservices11.3%10.4%IntegratedriskmanagementConsumersecuritysoftwareOtherinformationsecuritysoftware6.4%26.4%9Description:Accordingtothesource,cloudsecuritywasexpectedtogrowbynearly25percentfrom2023to2024,makingitthefastestgrowingsegmentintheITsecuritymarket,largelyduetothegrowingdemandforcloudsolutionsasanincreasingnumberofcompaniesmigratetothecloud.Overall,thesourceexpectsthetotalITsecurityspendingtoincrease14.3percentin2024comparedto2023.ReadmoreNote(s):Worldwide;2023Source(s):GartnerInformationsecurityproductsandservicesmarketrevenueworldwidefrom2011to2023(inbillionU.S.dollars)Totalrevenueglobalinformationsecuritymarket2011-2023200180160140188.1172.5150.41133.78120.93114.15120101.5410082.2375.68060402007267.261.8552011201220132014201520162017201820192020202120222023*10Description:Theinformationsecuritymarkethasincreasedconsiderablyoverthepastyears.In2023,therevenueofthesecuritytechnologyandservicesmarketworldwideisexpectedtopeakat188.1billionU.S.dollars.Informationsecurityreferstothepracticeofmanagingaccesstoinformation,whetherthatissecuringinformationfromunauthorizedaccessorverifyingtheidentityofthosewhoclaimtohaveauthoritytoaccessinformation.Asboththenumberofpossiblethreatsandawareness[...]

ReadmoreNote(s):Worldwide;2011to2023;*Forecast.ReadmoreSource(s):GartnerCHAPTER

02Technologyadoption&prioritiesKeyartificialintelligence(AI)applicationandinfrastructureupgradedriversinbusinessesworldwideasof2023LeaddriversofAIapplicationsandinfrastructureupgradesinbusinessasof202360%53%52%51%50%50%40%30%20%10%0%45%42%31%DatasecurityIncreasedtechnologyImprovingReduceworkloadonstaffthroughGPU(graphicsprocessingunit)supportDatainsightsCostresilienceanduptime

managementatscaleautomation12Description:DatasecurityandtechnologicalresiliencearethemostimportantaspectsdrivingAIapplicationandinfrastructureupgradespera2023survey.Thisislikelyinresponsetothevulnerabilityofnewtechnologiesandthepossibilitiesofmisuseinthewronghands.Costisaminorfactor,withbarelyathirdofrespondentssayingso.ReadmoreNote(s):Worldwide;JulytoSeptember,2023;650respondents;IT,DevOps,andPlatformEngineeringdecisionmakersSource(s):Nutanix;VansonBourneTowhatextentisyourorganizationimplementingorplanningtoimplementthefollowingcybersecurityinitiatives?Leadingcybersecurityinitiativesworldwide2023ShareofrespondentsImplementedacrosstheorganizationbutnotrealizingbenefitsyet0%

5%Implementedandrealizingbenefits10%

15%

20%25%24%30%27%26%CreatingorimprovingBusinessUnitInformationSecurityOfficer(BISO)rolesDevelopinganewmodelforDevSecOpstobetterintegratesecurityandtechnologydevelopment22%22%22%27%27%MovingtofusioncenterCreatinganewoperatingmodelfocusedonbusinessenablementUsinglargelanguagemodelsorgenerativeAIinriskdetectionandmitigationUsingmanagedservicesinnewareas26%21%28%28%28%28%28%UsingdatatoquantifycyberrisksandallocatecyberbudgetsIntegratingfullywiththeorganization'sresiliencestrategyandactivitiesShiftingtozerotrustconcept26%25%23%13Description:In2023,whenaskedaboutthecybersecurityinitiativesimplementedbytheirorganization,nearlyone-fourthofrespondentsworldwidestatedthattheircompanyhadcreatedorimprovedBusinessUnitInformationSecurityOfficer(BISO)rolesandwasrealizingbenefits.Inaddition,atotalof47percentofrespondentsmentionedthattheirorganizationwasusinglargelanguagemodelsorgenerativeartificialintelligenceinriskdetectionandmitigation.Meanwhile,usingdatatoquantifycyber[...]ReadmoreNote(s):Worldwide;MaytoJuly2023;3,876respondents;business,technologyandsecurityexecutives(CEOs,corporatedirectors,CFOs,CISOs,CIOsandC-Suiteofficers)Source(s):PwCTowhatextentdoyouagreeordisagreewiththefollowingstatementsaboutGenerativeAI?Business,technologyandsecurityexecutives'viewsonGenerativeAIworldwide2023Shareofrespondents0%

10%20%30%40%50%60%70%80%77%90%OurleadershipisfocusedonethicalandresponsibleuseofgenerativeAItoolsin…GenerativeAIwillhelpourorganisationdevelopnewlinesofbusinesswithinthe…GenerativeAI-drivenprocessesinourorganisationwillincreaseouremployees`…Employees`personaluseofgenerativeAIwillleadtotangibleincreasesintheir…IwouldbecomfortableallowinguseofgenerativeAIinmyorganisationeven…OurorganisationwilldeploygenerativeAItoolsforcyberdefensewithinthenext…IwouldbecomfortabledeployinggenerativeAItoolsinmyorganisationeven…GenerativeAIwillleadtocatastrophiccyberattackswithinthenext12months77%75%74%74%69%63%52%14Description:In2023,whenaskedabouttheirviewsonselectedstatementsaboutgenerativeartificialintelligence(AI),77percentofrespondentsworldwidestatedthatthistechnologywouldhelptheirorganizationdevelopnewlinesofbusinesswithinthenextthreeyears.Asimilarshareofrespondentshighlightedtheircompany'sfocusonethicalandresponsibleuseofgenerativeAI.Inaddition,nearly70percentofrespondentsreportedthattheirorganizationwoulddeploygenerativeAItoolsforcyber[...]

ReadmoreNote(s):Worldwide;MaytoJuly2023;3,876respondents;business,technologyandsecurityexecutives(CEOs,corporatedirectors,CFOs,CISOs,CIOsandC-Suiteofficers)Source(s):PwC;PwCIndiaWhichofthefollowingproposedregulatorygoalsandprincipleswillhavethegreatestimpactonyourorganization'sabilitytosecurefuturerevenuegrowth?Techregulationswiththegreatestimpactoncompanies'futuregrowthworldwide2023Shareofrespondents0%5%10%15%20%25%30%35%40%37%36%35%RegulationofartificialintelligenceHarmonisedcyberanddataprotectionlawsintheregion(s)whereweoperateMandatoryreportingofcyberriskmanagement,strategy,andgovernanceHarmonizedprivacyrightsand/orprotectioninregion(s)whereweoperateRegulatoryrequirementsforoperationalresilience32%32%MandatoryreportingofincidentsinfinancialreportinganddisclosuresShiftingtheliabilityforcyberfailurestospecificcompaniesRegulationofcryptocurrencyandotherdigitalpaymentsMakingspecificseniorexecutivesliablefornegligenceMandatoryreportingtolawenforcement26%25%19%18%18%Unsure2%15Description:In2023,whenaskedaboutwhichregulatorygoalsandprincipleswouldhavethegreatestimpactontheirorganization'sabilitytosecurefuturerevenuegrowth,37percentofrespondentsworldwidementionedregulationofartificialintelligence.Harmonizedcyberanddataprotectionlawsrankedsecond,highlightedby36percentofrespondents.Ontheotherhand,under20percentofrespondentsconsideredmandatoryreportingtolawenforcementanimpactfulregulatorygoal.

ReadmoreNote(s):Worldwide;August2023;3,876respondents;business,technologyandsecurityexecutives(CEOs,corporatedirectors,CFOs,CISOs,CIOsandC-Suiteofficers)Source(s):PwCDoesyourorganizationuseartificialintelligenceforthefollowingpurposes?UseofAIforselectedpurposesbyorganizationsintheUnitedStates2023Shareofrespondents10%0%5%15%20%25%30%35%DataanalysisWritingtasks(e.g.emails,reports,presentations,etc.)SchedulingandcalendarmanagementAutomateddataentry32%26%21%20%QualitycontrolCybersecurity20%20%RunningcustomersupportchatbotsDesigntasks19%19%DocumentclassificationandmanagementInventorymanagement17%16%16%15%15%MarketresearchandinsightsFinancialanalysisRecruitmentandHRsupport16Description:Itisnowagreedthatartificialintelligence(AI)willsignificantlyimpactalmosteveryindustryinthecomingyears.In2024,nearlyone-thirdofrespondentsworkingforcompaniesintheUnitedStates(U.S.)reportedalreadyusingAIfordataanalysis,while20percentmentionedusingitforcybersecurity.Inaddition,almost19percentofrespondentsreportedusingthistechnologyfordesigntasks.Financialanalysisrankedthird,witharound15percentofrespondentsmentioningthisusecase.[...]

ReadmoreNote(s):UnitedStates;October2023;1,047respondents;seniorleadershipprofessionalsfromcompanieswith10ormoreemployeesSource(s):Tech.coPotentialAIusecasesincybersecurityintheUnitedStatesin2023UnitedStates:AnticipatedusesofAIincybersecurity2023Shareofrespondents0%10%20%30%40%50%60%MonitoringnetworktrafficanddetectingmalwareAnalyzinguserbehaviorpatterns53%50%AutomatingresponsetocybersecurityincidentsAutomatingconfigurationofcybersecurityinfrastructurePredictingareaswherefuturebreachesmayoccurGeneratingtestsofcybersecuritydefenses48%45%45%45%17Description:In2023,53percentofrespondentsfromtheUnitedStatesexpectedtouseartificialintelligence(AI)tomonitornetworktrafficanddetectingmalwareinthefuture.Inaddition,halfofrespondentsmentioneduserbehaviorpatternanalysisasapotentialusecaseofAIincybersecurity.ReadmoreNote(s):UnitedStates;Q22023;511respondents;technicalandbusinessprofessionalsSource(s):CompTIACHAPTER

03BenefitsGlobalrisksbeingmitigatedbyorganizationswhenadoptingartificialintelligence(AI)in2022RisksfromAIthatorganizationsaremitigatingworldwide2022Shareofrespondents20%0%10%30%40%50%60%CybersecurityRegulatorycompliancePersonal/individualprivacyExplainability51%36%28%22%22%OrganizationalreputationEquityandfairness18%Workforce/labourdisplacementPhysicalsafety17%15%Nationalsecurity7%Politicalstability4%19Description:Cybersecurityremainstheprimarytargetofmitigationfororganizationsadoptingartificialintelligence(AI)withintheirbusinessin2022.Overhalfthebusinessessurveyedrespondedthattheyweretakingstepstomitigatecybersecurityrisks.ThisislikelybecausetherecentnatureofAIalongwithadesiretokeepenterpriseinterestssecretmeansbusinesseskeepacloseeyeontheriskofadoptingnewprograms.Politicalstabilityandnationalsecurityweretheleastofbusinessconcern,with[...]

ReadmoreNote(s):Worldwide;2022Source(s):McKinsey&Company;StanfordUniversityExpectedbenefitsversusrealizedbenefitsofartificialintelligence(AI)initiativesinenterprisesin2023ExpectedandrealizedbenefitsofAIinitiativesinbusinessworldwidein2023ShareofrespondentsRealizedbenefits

Expectedbenefits10%

20%0%30%40%50%60%47%ImprovedsecurityNewproductcreationIncreasedproductivity54%44%45%50%35%29%ImprovedspeedandefficiencyofexistingprocessesIncreasingrevenuestreams42%32%39%38%FastertimetodatainsightsImprovedcustomersatisfactionFastertimetovalue36%36%34%23%31%39%IncreasedlevelofinnovationIncreasedsalesEnhancedperformance/functionalityofproductsImproveddecisionmaking29%18%27%50%25%31%21%20Description:EnhancedperformanceandenhancedfunctionalityofproductshadbyfarthelargestdiscrepancybetweenexpectedandrealizedbenefitsofAIin2023.Whilejust25percentofrespondentsexpectedachangeinthisaspect,nearly50percentreportedbenefitsasaresultoftheAIinitiativesimplemented.Thiswasalsotheareawiththegreatestamountofrealizedbenefits,withonlyimprovedsecuritycomingcloseat47percent.ReadmoreNote(s):Worldwide;OctobertoNovember,2023;1420respondents;ITprofessionalsacrossmutipleindustriesSource(s):ColemanParkesResearch;Dell;Rackspace;VMwareWhichoftheseusecasesdoyouconsidermostusefulintermsofgenerativeAIinitiatives-nowandin2024?MostusefulusecasesofgenerativeAIinitiativeswithinbusinessesin2023and2024Shareofrespondents202410%Now0%20%30%30%40%50%60%58%70%SentimentanalysisCodedevelopment61%43%43%50%Analyticsinsightsgeneration(e.g.trendandanomalydetection)3Dmodels54%51%48%47%34%Productdevelopment39%Imagegeneration26%24%21%19%Texttospeech/SpeechtotextVoicegeneration36%33%31%SemanticGenerativeSearchAnalyticsinsightsummary25%21Description:SentimentanalysiswasthemostusefulusecaseofgenerativeAIamongbusinessesin2023perasurveyacrossmultipleindustries,althoughthiswasexpectedtoseeasignificantdropinusabilityby2024.Nootherusecasesawasmuchofashiftinusefulness,withtherestexpectedtomaintainasimilarusefulnessinbothyears.ReadmoreNote(s):Worldwide;OctobertoNovember,2023;1,420respondentsSource(s):ColemanParkesResearch;Dell;Rackspace;VMwareWhatdoyouseeasthemostsignificantbenefitsofincorporatingAIintoyourcybersecurityoperations?MainbenefitsofincorporatingAIintocybersecurityoperations2023Shareofrespondents20%

30%0%10%40%50%60%58%70%ImprovedthreatdetectionImprovedvulnerabilitymanagementAcceleratedincidentresponsetimesImproveddefenseatscale57%56%48%Improvedglobalvisibility44%ReducedfalsepositivesecurityalertsAutomationeasestalentshortage43%37%22Description:Accordingtoa2023surveyofcybersecurityprofessionals,nearly60percentofrespondentsworldwideconsideredimprovedthreatdetectionasthemostsignificantbenefitofincorporatingartificialintelligenceintotheircybersecurityoperations.Improvedvulnerabilitymanagementrankedsecond,accordingto57percentofrespondents.Overall,overone-thirdofrespondentssawtheautomationapplicationsofAIasawaytoeasetalentshortageissuesincybersecurityoperations.

ReadmoreNote(s):Worldwide;September2023;457respondents;cybersecurityprofessionalsacrossmultipleindustriesSource(s):AristaNetworks;CybersecurityInsiders;Enea;ZscalerWhichemergingAIandMLtechniquesholdthemostpromiseforenhancingcybersecuritydefenses?MostpromisingemergingAIandMLtechniquesforenhancingcybersecurity2023Shareofrespondents0%

5%

10%15%20%25%30%35%40%45%50%48%55%DeeplearningfordetectingmalwareinencryptedtrafficNaturallanguageprocessing(NLP)foradvancedphishingdetectionTransferlearningforrapidadaptationtonewthreatlandscapesReinforcementlearningfordynamicsecuritypolicymanagementQuantumcomputing-enhancedAIalgorithmsforadvancedcryptographyGenerativeadversarialnetworks(GANs)forthreatsimulationandtesting30%22%20%19%18%23Description:Accordingtoa2023surveyofcybersecurityprofessionals,approximatelyhalfofrespondentsworldwideconsidereddeeplearningthemostpromisingemergingartificialintelligence(AI)ormachinelearningtechniqueforenhancingcybersecuritydefenses,particularlyfordetectingmalwareinencryptedtraffic.Naturallanguageprocessingforadvancedphishingdetectionrankedsecond,accordingto30percentofrespondents.Overall,nearly20percentofrespondentssawquantum[...]

ReadmoreNote(s):Worldwide;September2023;457respondents;cybersecurityprofessionalsacrossmultipleindustriesSource(s):AristaNetworks;CybersecurityInsiders;Enea;ZscalerAveragecostofdatabreachworldwidein2023,bycybersecuritytype(inmillionU.S.dollars)Globalaveragedatabreachcostbycybersecuritytype20235.04.454.54.03.53.02.52.01.51.00.50.02.65WithoutAI-enabledcybersecurityWithAI-enabledcybersecurity24Description:In2023,theaveragecostofadatabreachworldwidewas4.45millionU.S.dollarsforanorganizationthatdidnotuseAI-enabledcybersecurity.Thisvaluefellto2.65millionU.S.dollarsfororganizationsthatdid.Therefore,theuseofAIincybersecuritysavedorganizationsalmost1.8millionU.S.dollarsindatabreach-relatedcostsin2023.ReadmoreNote(s):Worldwide;2023Source(s):TechopediaCHAPTER

04Risks&challengesTowhatextentwillthefollowingtechinnovationsimpactyourorganization`sperformancein2024?ImpactoftechinnovationoncompaniesintheUnitedStates2024,byeffectlevelVeryloweffectLoweffectModerateeffectHigheffect39%Veryhigheffect36%45%40%35%30%25%20%15%10%5%34%25%25%33%26%32%24%30%29%30%24%28%23%28%27%21%24%23%19%22%21%20%20%19%19%19%18%13%17%11%17%17%17%11%16%16%14%14%14%7%13%12%11%7%11%6%10%6%0%26Description:In2024,40percentofrespondentsworkingforcompaniesintheUnitedStates(U.S.)expectedcybersecuritythreatstohaveahighorveryhigheffectontheirorganization'sperformance.Thisshareamountedtonearly30percentregardingtheimpactofartificialintelligence.Ontheotherhand,one-thirdofrespondentsconsideredthatquantumcomputingwouldonlyhaveveryloweffectontheircompany'sperformancein2024.ReadmoreNote(s):UnitedStates;October2023;1,047respondents;seniorleadershipprofessionalsfromcompanieswith10ormoreemployeesSource(s):Tech.coLeadingskillsgapsamongcybersecurityteamsworldwidein2023Mainskillsgapsamongcybersecurityteamsworldwide2023Shareofrespondents0%5%10%15%20%25%30%29%35%35%40%CloudcomputingsecurityArtificialintelligence/machinelearningZeroTrustimplementation32%Penetrationtesting27%26%26%ApplicationsecurityDigitalforensicsandincidentresponseRiskassessment,analysisandmanagementSecurityengineering24%23%23%22%ThreatintelligenceanalysisMalwareresearch/analysis27Description:In2023,whenaskedaboutthemainskillsgapswithintheirorganization'scybersecurityteam,35percentofrespondentshighlightedcloudcomputingsecurity.Artificialintelligenceandmachinelearningrankedsecond,mentionedby32percentofrespondents.ZeroTrustimplementationfollowed,with29percentofrespondentsconsideringittobethebiggestskillsgapintheircybersecurityteam.ReadmoreNote(s):Worldwide;ApriltoMay,2023;11,473respondents;globalcybersecurityprofessionalsSource(s):ISC2Leadingchallengesinimplementingartificialintelligence(AI)initiativesinbusinessesin2023MainchallengesinimplementingAIinitiativesinbusinesses2023Shareofrespondents0%

5%

10%15%20%25%30%35%40%45%42%ChallengesinmeasuringandprovingthebusinessvalueoftheAIsolutionLackoftechnologicalinfrastructuretosupportAIStorageofskilledAItalent38%32%Lackofcleandata24%LackoftrusttowardsAI-baseddecisionsAlgorithm/modelfailure22%19%17%InabilitytofindtherightdataLegalconcerns,risks,orcomplianceissuesLackofskillstoexploittheresults14%11%Lackofclearstrategy/clarityofsuccessmetricsLackofnewusecasesacrossthebusinessLackofongoinginvestment9%7%5%4%Lackofseniormanagementcommitment28Description:ChallengesinprovingtheusefulnessofAIinitiativestoabusinessisthegreatestchallengewhenattemptingtoimplementAIprogramswithinacompanyin2023.Thisisunsurprisingsincethetechnologyisrapidlygrowing,relativelyyoung,andmetricsoftendonotexistorrequiremoretimefordevelopment.Lackofinvestmentandseniormanagementcommitmentweretheleastfacedchallenges.This,too,isunsurprisingasinvestmenthasbeenheavilyfavoringAIsinceearly2023and[...]

ReadmoreNote(s):Worldwide;OctobertoNovember,2023;1,420respondentsSource(s):ColemanParkesResearch;Dell;Rackspace;VMwareGenerativeartificialintelligence(AI)relatedrisksthatorganizationsworldwideconsiderrelevantandareworkingtomitigatein2023RisksrelatedtogenerativeAIthatorganizationsconsiderrelevantgloballyin2023ShareofrespondentsOrganizationconsidersriskrelevant10%

20%

30%56%53%Organizationworkingtomitigaterisk40%

50%

60%

70%32%38%0%80%90%100%InaccuracyCybersecurityIntellectual-propertyinfringementRegulatorycomplianceExplainability46%45%39%39%34%31%29%4%6%5%25%28%18%20%Personal/individualprivacyWorkforce/labourdisplacementEquityandfairness13%16%16%OrganizationalreputationNationalsecurity14%11%11%10%PhysicalsafetyEnvironmentalimpactPoliticalstability2%Noneoftheabove

1%

8%29Description:MostorganizationconsiderinaccuracyingenerativeAIusageasthemainriskwhenusingthisnewformofAI.However,mostorganizationsaretakingstepstomitigaterisksfromcybersecurity,whichisonlyrankedasthesecondmostriskyuseofgenerativeAI.Mostcompanieswerenotworkingtomitigatepoliticalstability,environmental,ornationalsecurityrisksin2023,probablyconsideringthesefieldstobeoutsidetheremitofindividualbusinesses.ReadmoreNote(s):Worldwide;11stto21stApril,2023;1,684respondentsSource(s):McKinsey&CompanyWhatareyoumostconcernedaboutinregardstogenerativeAI`simpactoncyber?Concernsaboutgenerativ