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9September2026
AIandtheeconomy
Thekeychartstotrackastheglobalimpactgrows
Economics
Global
uAI’sroleinawiderangeofglobaleconomicdataisbuilding…
u…fromtradeandmanufacturingtothelabourmarket…
u…sowehighlightthekeydatapointstowatchforimplications
AIhasbecomeoneofthemostdominantthemesdrivingfinancialmarketsinrecentyears,buttheeconomicimpacthasbeenrelativelysmaller,atleastuntilrecently.Butnowwe’restartingtoseeamaterialimpactontheeconomicdata–inboththebuild-outphase,withstrongproductionandexportsofchipsfromthelikesofTaiwanand
KoreaandUSdatacentreconstruction,whileontheusageside,morefirmsareadoptingAI.Thenextwaveoftheimpactwillextendintothelabourmarketandproductivitydata.
Totrackwhat’shappeninginrealtime,webringtogetherthekeydataandreports
fromourcollectiveworkonAI’sreal-worldimpact,splitamongstthe‘buildout’side–lookingatsemiconductors,investmentindatacentres,electronicsmanufacturing,
andtradedata,andthe‘usage’side–whichlooksattheemergingimplicationsforlabourmarketsandproductivity.
It’sclearhowmanyoftheseindicatorshavetakenalegupin2026,withthe
productionandtradedataoutofmanyAsianeconomiesseeingrapidincreases.
Theselectionofdatawegetondatacentreconstructionacrosstheworldhaspickedup,too.Giventheannouncedcapexplansfromhyperscalersandthestill-low
corporateadoptionofAI,wewouldexpectthisstorytohavealotlongertorun.
Theimpactonthelabourmarketsofarremainsveryhardtoworkout.Anumberof
indicatorssuggestthatAI’sroleinemploymentisincreasing–withmorejobpostingssuggestingthatAIwillbeakeypartoftherole,andfirmsseeminglybeingmore
cautiousabouttheirbroaderhiringplans.Wagegrowthmayalsobebeingpinned
downbyworkersworriedabouttheirjobprospectsandwagebargainingpower.Butfornow,theseimpactsareasmuchspeculationastheyareevidentintheharddata
–thenumberoflayoffsattributedtoAImaymisrepresenttherealunderlyingcause,andfirmsmaybetrimminghiring,particularlyatthegraduatelevel,foranumberofmacroeconomicreasons.
Wemaybeseeingsomeemergingimpactsonproductivitygrowth.Firm-leveldata
suggeststhatthereisaclearpositiveproductivityimpactcomingthroughalready,
andwewouldexpectthattogrowasusageincreases.Butnationalaccountsdata
arenotsoclearcut–therearesomesignsofproductivitygrowthpickingupfornow,butnowhereclosetolevelsthatfirmsestimatearelikelyinthecomingyears.
AstheimpactofAIonmoreofoureconomicdataincreasesinthecomingyears,thechartsinthisreportwillbekeytotracktogaugethespeedanddegreeofthose
changes–bethatongrowth,thelabourmarketorinflation.
JamesPomeroy
GlobalEconomist
HSBCBankplc
james.pomeroy@+442079916714
MaitreyiDas
GlobalEconomist
HSBCSecuritiesandCapitalMarkets(India)PrivateLimitedmaitreyi.das@hsbc.co.in
+918067373155
BethanEllis
GlobalEconomist
HSBCBankplc
bethan.ellis@+442079916714
MarkMcDonald
HeadofAIandDataScience
TheHongkongandShanghaiBankingCorporationLimitedmark.mcdonald@
+85222841371
ThomasDevlin
Analyst,DataScience
HSBCSecurities(USA)Inc.thomas.devlin@+12125250672
ShivaJoon,CFA
DataScientist
HSBCBankplc
shiva.joon@+442079911356
Disclosures&Disclaimer
ThisreportmustbereadwiththedisclosuresandtheanalystcertificationsintheDisclosureappendix,andwiththeDisclaimer,whichformspartofit.
Issuerofreport:HSBCBankplc
ViewHSBCGlobalInvestmentResearchat:
2
Economics●Global
9September2026
.
TrackingAI’seconomicimpact:keydatatowatch
Indexofkeycomponents
5
4
3
2
1
0
-1
-2
5
4
3
2
1
0
-1
-2
TheAIbuild-outcontinuestogathersteamin2026…
Globalsemisales
USdatacentreconstruction
Koreaelectronicexports
Taiwanelectronicexports
2020202120222023202420252026
Adoptionbysector(US)
…usageisgrowing,ledbytheUS,withtechandfinanceseeinghighadoptionrates…
60%
Manufacturing
81%
49%
Retail
73%
Hospitality
Technology&Media
42%
32%
43%
Finance&Insurance
ConstructionHealthCare
10
8
6
4
2
0
Jobmarket
…joblistingsmentionAImore,butthere’slittleevidenceit’sdrivingtheweakgraduatejobmarket…
ChatGTPlaunch
UK
Australia
Germany
US
Italy
France
USproductivitygrowthbysector
-5
…althoughsomefirmsgainproductivityorcostsavingsfromAI,thenational-levelevidenceislessclear(%,y-o-y)
1
15
Q120262025
0
5
0
Information
(durable)
Manufacturing
Insurance
Finance&
Wholesale
Warehouse
Transport&
BusinessServices
Professional&
(non-durable)
Manufacturing
Hospitality
Leisure&
Health
Education&
Government
Otherservices
Construction
Utilities
Retail
10
8
6
4
2
0
15
10
5
0
-5
Source:Macrobond,Indeed,RampAI,USBEA,HSBC
Economics●Global
9September2026
3
OurkeyreportsonAI’seconomicimpact
Gamechangers:ThemacroimpactofAIadoptiongoingexponential,
20April2026
uAsweenterthenextstageofAI'simpactontheeconomy…
u…welookathowthelabourmarketcouldbeaffected…
u…andripplethroughtheeconomyviaourninethemes
GlobalEconomicsQuarterly:Crosscurrents,
22June2026(seechapteronpage24)
uCapexandtradeimpactsoftheAIsurgeonGDPgrowtharesettoremainenormousinsomeplaces…
u…whileverylowAIusageamongfirmsacrossmostoftheworldmeansthereishugescopeforittorise…
u…whichmeanstheimpactonlabourmarketscouldacceleratetoo
AIandthelabourmarket:Whattheheadlinesaregettingwrong,
13July2026
uManyofthestudiesonAIexposureareskewedbythesamebiases…
u…tendingtooverstatetherisktowhite-collarjobs…
u…andunderstatetheextenttowhichAIcouldhelppeopledotheirjob,ratherthanreplacethem
IsAIalreadyimpactingemployment?:Somereasonsforworryinthelabourmarketdata,
14October2025
uAwideningrangeofAItoolsappearstobeimpactinggraduateandjuniorstaffrecruitment…
u…andposesdownsideriskstoemploymentinmoresectors…
u…meaningapossibleundercurrentofweaknessinlabourmarketstocome
Breakingthedata:ThebillionsofAIconsumersurplus,
9July2026
uWithfreeorcheapAItoolsreplacingsomeformsofexistingspending…
u…alargeconsumersurplusisemerging,withspendingdroppinginsomeareas…
u…thatcouldfindahomeinentertainment,clothingandeatingout
CanAIupdateequitymodels?:TestingAItoolsinfinancialanalysis,
13April2026
uInourlatestexperiment,weaskedleadingAImodelstoupdateequitymodelswithnewdatafromcompanyfilings
uIntheory,thisexerciseshouldbeinAI's"sweetspot";inpractice,modelswerestrongatcertainelements…
u…buterrorselsewheremeanttheyremain,fornow,ausefulassistanttohumananalysts,ratherthananautonomoustool
TradewithoutAI:Whathappensiftheboomfades?,
20July2026
uTheAIboomisdrivingglobaltradegrowth,whilenon-techexportgrowthismuchsofter
uRobustAIinvestmentshouldcontinuetosupporttradeevenifmomentumslows…
u…butiftheAIcyclecools,sotoomighttradegrowth
Economics●Global
9September2026
4
ThegrowingimpactofAI
uAI’sroleinmoreglobaleconomicdataisbuilding…
u…fromtradeandmanufacturingtothelabourmarket…
u…sowehighlightthekeydatapointstowatchforimplications
Thekeydatatotrack
AstheimpactofAIoneconomicdatabuilds,therearemanykeyvariablesthatwewanttotracktogetahandleonthemagnitude.ThecoreofthisdataisintermsofthebuildoutoftheAI
ecosystem,suchaselectronics-basedindicators,includingchipproductionandsales,data
centreconstructionorAI-relatedtradeflows–allofwhichcontinuetogofromstrengthto
strength.Ontheusageside,dataarealotmoreembryonic,butwehaveagrowingsetofdatapointsonpersonalandprofessionalusageandsomeofthespilloversintothelabourmarkets
andproductivity,fromtraditionalmacrodata,whatcompaniesaresayinginearningscallsandagrowinglistofsurveys.
Overthenextfewpages,wehighlightthekeydatathatbothgiveasenseofwherewearein
theAIjourneyfromaneconomicimpactperspective,aswellasbeingkeyvariableswewillneedtofollowinthecomingquarterstogetahandleonthespeedandscaleoftheeconomicimpact.
Fornow,theevidenceismuchclearerononesideoftheledgerthantheother.The‘buildout’phaseishavingamaterialimpactongrowthintheAIleaders–theUS,KoreaandJapan–weareseeingsignsofthispickingupelsewhere,too–forexampleSweden’simportsofdata
processingmachineshavequadrupledoverthepastyear,andwe’reseeingsignsofsimilar
datapickingupinothereconomiesinEuropethathavelaggedinthisstory.Giventhepipelineforcapexfromthehyperscalers(see:GlobalTechnology,SustainableCSPcapextosupportAItrendthroughFY28e,12August2026)andhowlowcorporateusageofAItoolsstillis,these
trendshavealongwaytorunstill,justtosupplycurrentdemand.
Tosummarisehowthe‘buildout’phaseisgoing,wehaveproducedasimpleindexthattracksthekeydataonthisfront.Thisindexusesasimpleaverageofstandardizedz-scoresfora
selectnumberofourindicatorsthatarebothrelevantandhavetimelytimeseriesofdata.
1.Variablesinouraggregateindex
VariableTransformationSource
Taiwanelectronicsexports%YrTaiwanMinistryofFinance
Koreaelectronicsexports%YrKoreaCustomsService
USdatacentrespending%YrUSCensusBureau
Globalsemiconductorsales%YrSemiconductorIndustryAssociationSource:HSBC
Wecanseeinthisdatathatmanyofthesevariableshavepickeduppacesharplyin2026.
Interestingly,2023sawanumberofthesevariableswobble,butsincethemiddleoflastyearwehaveseensharpincreasesinelectronicsexportsfromTaiwanandKorea,alongsidethe
broaderglobalsemiconductorcycle.
Economics●Global
9September2026
5
2.TheAIbuildouthasrampedupin2026…
Source:Macrobond,HSBC
3.…withmanymetricspickingupstrongly
Source:Macrobond
Ontheusageside,thingsarehardertotrack.Firstly,dataonAI-relatedhiringandlayoffdecisions
arehardtodisentanglefromthebroaderdata:firmsmaysimplyuseAIasareasontojustifybroaderlayoffsforarangeofmacroeconomicorbusiness-specificreasons,andsomeoftheotherimpacts–suchasslowerwagegrowthorhiringplans–havemultipledrivers.Productivity,too,isanimperfectmeasureatthisjuncture,giventhestill-lowadoptionratesbymanyfirms,withawide-rangingpaperfromFebruary202
61
suggestingthatfirmsarenotseeingmanymaterialproductivitygainsyetfromAI,butexpect~1.4%increasesperyearoverthenextthreeyearsasthatinvestmentpaysdividends.
Basedonsurveydata,smallerfirmsappeartobelaggingintermsofuptake,withAItoolsstill
beingtooexpensiveorfirmslackingtheexpertisetoworkwiththetoolsthatareavailable.LargerfirmsareusingAImore,butarebroadlystillworkingoutthebestusecasesandefficientwaysofusingtokens.Asbothofthesethingsevolve,theimpactonthelabourmarketandcorporate
productivitywillbecomemoreapparent,evenifsomeofthelabourmarketshocksmaybeless
extremethansomeheadlinessuggest(see:
AIandthelabourmarket:Whattheheadlinesare
gettingwrong,
13July2026)andtheproductivityimpactmaybeveryhardtogaugeinrealtime(see
Gamechangers:ThemacroimpactofAIadoptiongoingexponential,
20April2026).Asa
result,weshowcaseawiderangeoftheseindicatorsindividuallyoverthecomingpages.
4.FirmsexpectaproductivityboostfromAIof~1.4%peryear…
%
2.5
2.0
1.5
1.0
0.5
0.0
Businesssurveys:averageexpectedimpactofAIonproductivity,next3years
AllUSUKGermanyAustralia
%
2.5
2.0
1.5
1.0
0.5
0.0
Source:Yotzovetal.,FirmDataonAI.DatacollectedNovember2025-January
2026.Tocalculateaverageimpacts,largeposiitve/negativeimpactstreatedas+/-
7.5%,smallpositive/negativeimpactstreatedas+/-2.5.
5.…butnotmuchofadropinhiring,potentially
%
Businesssurveys:averageexpectedimpactofAIonemployment,next3years
%
0.2
0.2
0.0
0.0
-0.2
-0.2
-0.4
-0.4
-0.6
-0.6
-0.8
-0.8
-1.0
-1.0
-1.2
-1.2
-1.4
AllUSUKGermanyAustralia
-1.4
Source:Yotzovetal.,FirmDataonAI.DatacollectedNovember2025-January2026.
1IvanYotzov,JoseMariaBarrero,NicholasBloom,PhilipBunn,StevenJ.Davis,KevinM.Foster,AaronJalca,BrentH.Meyer,PaulMizen,MichaelA.Navarrete,PawelSmietanka,GregoryThwaites,andBenZheWang,"FirmDataonAI,"NBERWorkingPaper34836(2026)
Economics●Global
9September2026
6
Electronicsproductionandexports
Semiconductordemandremainsstrong…
…drivenbyUShyperscalers…
…creatingveryconcentratedareasofeconomicgrowth
6.Industrialproductiongrowthfor
semiconductorsremainsverystrong…
Source:MacrobondNote:3monthmovingaverage
8.TheUSisthetopsourceforTaiwaneseexportorders…
Source:Macrobond
10.SemiconductorexportshaveincreasedsharplyinKorea…
Source:Macrobond
7.…asstrongdemandandpriceriseshaveseenexportvaluessurge
Source:MacrobondNote:ReferstoHS8541and8542
9.…asAIenablingimportsbecomeaneven-biggershareoftotalimports
%ShareofAI-enablingimportswithin%
3131
2828
2525
2222
1919
1616
1313
101020222023202420252026
totalUSimports
Source:Macrobond.Note:Includes1056-digitHScodesoutlinedbyWTOinWorldTradeReport2025
11.…whileinTaiwan,ADPmachineshaveincreasedsharply
Source:Macrobond
Economics●Global
9September2026
7
TheAIinfrastructure
12.Memorychips,dominatedbyKorea,haveseenthebiggestpricerises
HK&mainlandChina
TaiwanKorea
SingaporeMalaysia
US
Japan
PhilippinesGermanyThailand
IrelandFrance
IsraelMexico
CzechRepublicItaly
Belgium
Netherlands
AustriaUK
uKoreaandTaiwangetthemostattention,but
differenteconomiesarecrucialfordifferenttypesofchips–andJapanisabigplayerinsemiconductormanufacturingequipment
Processors:CPUs/GPUs,performsoperations
Memory:Neededtostoredata
Amplifier:Boostandregulateelectricalsignalstoallowdatatotravel
Other:Rangeofspecialisedchipsincluding
4.43.66.118.34.112.820.20.02.90.10.20.30.10.20.20.10.119.51.60.6
0.96.515.27.51.810.227.90.05.60.60.03.50.10.00.81.40.10.20.20.9
microcontrollers,sensorchips,I/Ochips,amongothers
Source:Macrobond,HSBCNote:*CalculatedusingHongKongtradedata;referstovalueindexdividedbyvolumeindex
13.Shareoftotalglobalexportsbychiptypeormanufacturingequipment
%total
Semiconductormanufacturing
Economy
Processors
Memory
Amplifiers
OtherEIC
equipment
Chemicalsforuse
inelectronics
24.0
16.6
28.1
21.1
6.2
9.7
0.6
35.3
8.0
29.5
0.7
2.6
16.9
5.4
16.1
8.5
11.4
2.6
18.5
6.2
7.6
0.8
5.9
2.9
0.6
4.4
0.8
3.7
2.0
0.9
5.4
3.7
2.0
0.3
2.9
2.2
0.5
0.2
0.4
1.7
1.8
0.0
0.0
0.1
0.4
0.2
0.6
1.0
0.8
0.0
0.0
0.2
0.2
0.0
0.5
0.7
0.4
0.0
0.0
0.0
0.1
0.0
0.4
0.3
0.2
0.1
0.1
0.2
0.2
0.1
0.1
0.2
0.1
0.0
0.0
0.2
0.1
0.0
0.1
0.1
Source:ITCtrademap,HSBCNote:Datareferto2025.WehavegroupedmainlandChinaandHongKong.EICreferstoElectronicIntegratedCircuits
8
HSBC
Economics·Global
9September2026
Globaldistributionofdatacentrebuild-out
14.Livedatacentrecapacityisrelativelywelldistributedamongmajoreconomies...
Datacentreslivecapacity
15buttheUSdominatesongoingconstruction...
Datacentrescapacityunderconstruction
16whileMalaysia,Portugal,andtheMiddleEast,havesizeablepipelineambitions
Datacentresothercapacityinpipeline
Souroe:HSBC,BNEFNote:SizeofbubbledenotesrelativecapacityinMW
Economics●Global
9September2026
9
Build-out:TheUS
18.…thoughithasliftedimportsfromothereconomies,suchasMexico…
TheUSdatacentrebuild-outhasbenefittedMexico…
17.TheUSbuild-outhashappenedwell-aheadofelsewhereintheworld…
Source:MacrobondNote:Differencesinthedatamayarisefromreportingtimings
Source:Macrobond,StanfordInstituteforHuman-CenteredArtificialIntelligence
Note:EUdatapre-2020includetheUK
20.…withconstructiondatacontinuingtogrowrapidly
…asinvestmentcontinuestotravelupward…
19.…asitscramblesfordatacentresupplies…
Source:Macrobond
Source:Macrobond
…withhyperscalersinthedrivingseat
21.Evenifataslowerpace,hyperscalerinvestmentshouldcontinuetogrowthrough2028
USDtrnProjectedhyperscalercapexUSDtrn
1.4
1.2
1.0
0.8
0.6
0.4
0.2
0.0
2025
2026
2027
2028
Alphabet
Amazon
MicrosoftMeta
Oracle
1.4
1.2
1.0
0.8
0.6
0.4
0.2
0.0
Source:HSBCequityresearch
10
Economics●Global
9September2026
.
Build-out:ASEAN
22.DifferentASEANeconomiesareindifferentstagesoftheirbuild-out
%GDPFDIininformationandcommunication%GDP
2.0
1.5
1.0
0.5
0.0
-0.5
2.0
1.5
1.0
0.5
0.0
-0.5
201620182020202220242026
IndonesiaMalaysiaPhilippines ThailandVietnam
u
u
u
u
ASEANhasquicklyemerged–alongsideTaiwan,
Korea,mainlandChina,andtheUS-asoneofthe
regionsseeingthegreatesteconomicimpactfromAI
But,thoughASEANisoftenspokenofcollectively,theAIstorydiffershugelyacrosstheseeconomies
InvestmentishighlyconcentratedinMalaysia;Malaysiaalsoranksnearthetopintermsoftheglobaldatacentrepipeline
MuchoftheFDIcomesfromSingapore-basedhyperscalers,withdatacentreconstruction
concentratedinJohor(MY-SGborderregion)
Source:CEIC,HSBCNote:VietnamFDIdataisnewregisteredcapital.ForThailand,‘otherFDI’wasusedasanestimateforthiscategoryduetodatalimitations
23.Theregioncanbeseparatedintotwobroadgroups:thosewithdatacentresandwithout
USDbnNettradeinelectronicsUSDbn
60
40
20
0
-20
-40
Matureeconomies
Build-outeconomies
60
40
20
0
-20
-40
201620182020202220242026SingaporeMalaysiaThailand PhilippinesIndonesia
u
u
u
Giventhediversity,ourASEANeconomicsteamseparatetheregion,withrespecttodatacentres,into‘mature’economies(MalaisiaandSingapore)‘build-out’economies(Thailand,Philippines,
Indonesia)
The‘mature’economiesdominatepresent
computingcapacities,meaningamorefavourablenettradeposition
The‘build-out’economieshaveseenastructuralshiftintheirtradebalanceswhilehardwareis
broughtintoequipthenewdatacentres
24.Eventually,thedatacentrebuild-outshouldtranslatetoaboomincomputerservicesexports
%GDPNettradeincomputerservices%GDP
0.3
0.2
0.1
0
-0.1
-0.2
-0.3
0.30.20.10.0-0.1-0.2
-0.3
2010201520202025
IndonesiaMalaysiaThailand
u
u
u
Growthduringtheinitialbuild-outphaseismorelimited,duetoimport-dependence
Oncecapacitystartstocomeonline,though,thistradeandcurrentaccountpositionwillturnmorefavourable,andthe‘AIdeficit’shouldfade
Malaysia,forinstance,sawadeteriorationinits
tradebalanceduringitsbuild-outboom–butisnowseeingahugesurgeinitscomputerservicesexportsin2026sofar.
Source:CEIC,HSBC
FormoredetailontheASEANdatacentrebuildout,pleaseseethelatest
ASEANperspectives
(31August2026)
Economics●Global
9September2026
11
AIisaglobalstory,evenifmoreconcentratedinAsiaandtheUS…
…butEuropehasfinally
startedseeingsomeimpacts
Othereconomiesarepickingupfromalowbase
Build-out:Therestoftheworld
26.…andPMIdatasuggestnoslowdowninmomentum
25.Globally,AIdominatesgreenfieldinvestment…
USDbnGlobalgreenfieldinvestmentUSDbninstrategicsectors
700
600
500
400
300
200
100
0
700
600
500
400
300
200
100
0
202020212022202320242025
OtherstrategicsectorsSemiconductorsAIinfrastructureandrelated
Source:Macrobond
Source:UNCTAD
28.…andAI-relatedstrengthisafactorinourrecenteurozoneGDPupgrade
27.SomepartsofEuropeareseeingasuddenuptickindatacentrebuild-out-relatedimports…
Source:Macrobond
Source:Macrobond
29.HigherimportsfromTaiwancanindicatefasterbuild-outs,withAsianeconomies
seeinghighnumbersduetosupplychainlinkages,butmanyeconomiesstillfarbehind
Source:Macrobond,HSBC
12
TheUSdominatesglobalLLMusage
Anthropichasseenbiggainsamongcorporates
Techandfinancecontinuetoleadadoption,andspending
Usagecontinuestopickup
30.TheUSandIndiatoppersonalAIusage,basedonAnthropicdata
Source:Anthropic,Macrobond.Note:JustmeasuresClaudeusage
32.…asusernumberssharplyincreasedin2025,butgrowthhaslevelledoff…
MillionChatGPTglobalmonthlyactiveusers
andpenetrationrate
1000
800
600
400
200
0
Jun-24Dec-24Jun-25Dec-25Jun-26Level%oftotalpopulation(RHS)
Source:FirstPageSage
34.TechandfinanceareseeingthehighestadoptionratesintheUS…
%
12
10
8
6
4
2
0
Source:RampAI
31.ChatGPTdominatesmarketshare,buthasseenitssharedwindle…
%MarketshareforLLMmodels%
100
80
60
40
20
0
100
80
60
40
20
0
Oct-25
Nov-25
Dec-25
Jan-26
Feb-26
Mar-26
Apr-26
May-26
Jun-26
Jul-26
ChatGPTGeminiClaudeOther
Source:AIMultiple
33.…whileinthecorporateworld,Claudeisnowking
Source:RampAI
35.…alongwith,naturally,thehighestspendperhead
Source:RampAI
13
Manysectorsarelimitedtofreetools
Shadowusagecouldbeunderstatingadoption
Ourearningscallanalysissuggestsapick-upin
adoptionforEurope
Corporateusagevariesbyfirmsize
36.Manyfirmsarestickingtofree-to-usesoftwareinsteadofpaidsubscriptionsintheUK
%UKbusinesssurvey:typesofAIadoption%
60
50
40
30
20
10
0
60
50
40
30
20
10
0
Manufacturing
Construction
Wholesale/
retail
Usingfree-to-usesoftwareDevelopedin-house
Hospitality
Info/comms
Professional
scientific/
technical
Admin/support
Throughpurchaseofexternalsoftwareorready-to-useOutsourcedtoexternalprovidersorthirdparties
38.…thoughit’spossibletheremaybe‘shadow’AIuseatplay
%UK:AIusage%
Source:ONS
37.SmallerfirmsarelaggingonAIadoptionplansintheUS…
60
50
40
30
20
10
0
60
50
40
30
20
10
0
EmployeesusingAIforBusinessesusingAIworkoreducation
Source:Macrobond,ONS
Source:USCensusBureau,MacrobondNote:PlanningtostartusingAIcalculatedbysubtractingshareusingAIfromshareexpectingtobeusingAIinsixmonths
39.GlobalearningscalldatashowarapidpickupinAIusageacrossEurope
%EarningscallAIadoptionbyeconomy%
80
70
60
50
40
30
20
10
0
80
70
60
50
40
30
20
10
0
US
Mainland
China*
Europe
UK
Germany
France
Italy
Spain
Japan
DMAsia
EMAsia
EMEMEA
LatAm
2023-Q12023-Q22023-Q32023-Q42024-Q12024-Q22024-Q32024-Q4
2025-Q12025-Q22025-Q32025-Q42026-Q12026-Q2
Source:HSBCDataScienceNote:OuranalysismaypotentiallyoverstatemainlandChina’sfigureduetocoveragelimitationsandourrelianceonEnglish-languageearningscalltranscriptsinthedatabase
14
Economics●Global
9September2026
.
Labourmarket:lowhire,notmuchfire
AIisbecomingmorerelevantinthelabourmarket…
…likelyplayingaroleinlowhiringandconfidence
levels…
…thoughit’sstillunclear
howmuchofthisisduetoAI
40.IndeeddatashowabigriseintheroleofAIinthejobmarket
Source:Macrobond,Indeed
42.…andPMIdatasuggestabroadlyweakerglobalhiringenvironment…
Source:S&PGlobal,Macrobond
44.However,layoffsremainneartypicalhistoriclevels(excl.governmentcuts)…
Source:Macrobond,Challenger
41.GraduateunemploymenthasbeencitedasanexampleoftheAIimpact…
Source:NYFed,Macrobond
43.…whilethelowquitsratemayreflectsubduedconfidenceamongUSworkers
Source:USBLS,Macrobond
45.…andweakeningingraduate
employmentappearstopredateAI
Source:Macrobond,
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