WAIC 2026 Closing Report: Marketingforce’s Agent Infra Strategy Aligns with Global AI Shift Toward Value and Stability
SHANGHAI,July21,2026—Asthe2026WorldArtificialIntelligenceConference(WAIC)officiallyconcludestodayinShanghai,theeventhascrystallizedadefiningindustryconsensus:theeraofcompetingsolelyonmodelparametersisover.Thefocushasdecisivelyshiftedtowardinfrastructurematurity,Tokencost-efficiency,andtangiblebusinessvalue.Againstthisbackdrop,MarketingforceManagementLtd(HKEX:2556.HK)hasemergedasacriticalenablerforenterpriseAIadoption,withits”Full-StackTokenFactory”strategydirectlyaddressingtheindustry’smostpressingchallenges.
IndustryConsensusatWAIC:From”ModelPower”to”TokenEconomics”
Theconferencehighlightedthatwhilelargemodelsprovidethefoundation,infrastructuredeterminesproductivity.
KeytakeawaysfromWAIC2026include:
TheRiseofSuper-Nodes&TPU:WiththedebutofHuawei’sAscend950SuperPoDandthefirstdomesticTPUclusterinEastChina,theindustryismovingtoward”system-level”computingpower.ThecoremetricforsuccessisnolongerjustrawFLOPS,butTokencost-performance—deliveringhigh-qualityTokensatsustainablecosts.
InfrastructureastheNewMoat:Asmodelcapabilitieshomogenize,thecompetitiveedgeliesintheunderlyinginfrastructure.ThisvalidatesMarketingforce’sstrategicpivottowardbuildingarobustAIAgentInfrastructure(Infra).
Human-AISymbiosis:RichardSutton,the”FatherofReinforcementLearning,”emphasizedthathumansshouldinvestinthemselvestothrivealongsidesmarterAI,reinforcingtheneedfortoolsthataugmenthumancapabilityratherthanreplaceit.
Marketingforce’sStrategicResponse:Buildingthe”AgentOS”forEnterprise
AttheCAICT-hostedforum”FromLargeModelstoAgents,”Dr.LiangZheng,ChiefAIScientistatMarketingforce,deliveredakeynotethatpositionedthecompanyattheforefrontofthisinfra-driventransition.Hisinsightsdirectlyaddresstheindustry’sshiftfrom”chatting”to”doing”:
Solvingthe”BlackBox”ProblemwithWhite-BoxObservability
Whiletheindustrygrappleswithdebuggingcomplexagents,Marketingforceintroduceda”White-Box”NativeObservabilityframework.Bytracingthefullchain—Intent→Reasoning→Tool→Result—thecompanyenablesenterprisestoauditandoptimizeagentbehavior,turningthe”blackbox”ofLLMsintoatransparent,manageableproductionsystem.
RedefiningDevelopment:FromCodeOrchestrationtoIntentGuidance
Dr.LianghighlightedaparadigmshiftwhereIDEsevolveintochatinterfaces.Through”HarnessEngineering”and”AgentasCode”(YAML/JSON+Git),Marketingforceallowsnon-technicaluserstobuildagentsvianaturallanguagewhilemaintainingenterprise-gradeversioncontrolandCI/CDpipelines.Thislowersthebarriertoentrywhileensuringscalability.
Security&Stability:Zero-TrustRuntime
Addressingthecriticalconcernofdataleakage,Marketingforce’sruntimeinfrastructureemploysaZero-Trustarchitecture.Bydynamicallyinjectingcredentials(OAuth/APIKeys)viasecureproxies,agentsneverhandleplaintextcredentials.Coupledwithmulti-layeredsandboxing(statefulforlong-termtasks,statelessforhigh-concurrencycompute),thisensuresstabilityandsecurityatscale.
OptimizingTokenEconomics
AligningwithWAIC’sfocusoncost-efficiency,Dr.LiangframedAgentInfraasanoptimizationproblemmodeledbytheBolzafunctional.ThegoalistomaximizetaskcompletionbenefitswhileminimizingTokenconsumptioncoststhroughoptimalLoop+Harnessengineering.ThismathematicalapproachtoefficiencypositionsMarketingforceasapartnerforenterprisesseekingmeasurableROI.
MarketContext:CapitalConfidenceinAIValueCreation
TheclosingofWAICcoincideswithabroadermarketsignalofconfidenceinChina’stechsector.OnJuly20,majorinsurersincludingPingAn,PICC,CPIC,andNewChinaLifecollectivelyannouncedincreasedallocationstoequityassets,specificallytargetingstrategicemergingindustriesandnewqualityproductiveforces.Thismoveby”patientcapital”underscoresalong-termbullishoutlookoncompaniesthataresuccessfullycommercializingAIanddrivingindustrialupgrading—anarrativethatstronglysupportsMarketingforce’strajectory.
AsWAIC2026drawstoaclose,themessageisclear:ThenextwaveofAIgrowthwillbelednotbythosewhobuildthebiggestmodels,butbythosewhobuildthebestinfrastructuretomakethemuseful.WithitscomprehensiveAgentInfrastack,deepintegrationofenterpriseknowledge,andfocusonTokeneconomics,Marketingforceiswell-positionedtocapturethevalueofthe”AgentEconomy,”bridgingthegapbetweentechnologicalbreakthroughsandreal-worldbusinessoutcomes.
