北欧人工智能现状——德勤企业人工智能现状报告系列（北欧版）

Deloitte’s State of AI in the Enterprisereport series | Nordic cut April 2026 Table of contents 3Introduction&Keyfindings6OrganizationalPreparedness10Deployment&Infrastructure15ValueMeasurement19WorkforceImpact23Governance,Security&RiskManagement27EmergingTech:AgenticAI&PhysicalAI32CountryAnalysis38Acknowledgments40Methodology Introduction& Key findings Emerging Tech:Agentic AI & Physical AI Introduction& Key findings Introduction currentlyachievingrevenuegrowthfromAI,despite75%expectingAIdrivenrevenueimpact.WhilemanyorganizationsaretrackingROIandnonfinancialben-efits,just20%haveappointedaresponsibleforvaluerealization,limitingtheabilitytoconsistentlyconvertambitionintomeasurablegrowth. ThisreportpresentsthelatestNordiceditionofDe-loitte’sStateofAIintheEnterpriseseries,trackinghoworganizationsareadoptingandscalingAI.Drawingonasurveyof170seniorexecutivesfromDenmark,Finland,Norway,andSweden,theanalysisexamineshowAImaturityintheNordicsisevolvingyearoveryearandbenchmarksregionalprogressagainstglobalpeers,basedon3,235respondentsworldwide.Whatwe’reseeingisthatNordicorganizationshavebuiltsolidtechnicalfoundationsandareinvestingmoreinAI,butnowtheyneedtofigureouthowtoturnthatintorealbusinessvalue.ThisreportexploressixthemesthathighlightwhereNordicorganizationsareprogressing–andwhereorganizational,strategic,andworkforceconstraintsareemergingasthenextbarrierstoscale 43%today,whiletalentpreparednesshasfallentojust14%.Thismismatchpersistsevenas76%oforga-nizationsplantosignificantlyincreaseAIinvestment,underscoringagrowinggapbetweentechnologycapabilityandorganizationalreadiness. OrganizationalPreparedness Deployment &Infrastructure Deployment & Infrastructure Value Measurement Workforce Impact Strong cloud foundations meet integrationand lock in challenges Human-centered AI dominates over workforcedisruption AIdeploymentatscaleisacceleratingintheNordics,ledbyimplementationwithinIT/cybersecuritywhere69%reportimplementationatscale.Whileonly22%havemoved40%ormoreofAIexperimentsintopro-ductiontoday,53%expecttoreachthatlevelwithinsixmonths.Despitestrongcloudmaturity,scalingischallengedbyexecutionconstraints,with63%oforganizationsfindingitveryorextremelydifficulttoswitchinfrastructureproviders Workforce Impact WorkforceaccesstoAIisexpandingrapidly,withorganizationswhere40%ormoreofemployeeshaveaccesstoapprovedAItoolsincreasedfrom37%to56%inoneyear.Nordicorganizationsremaincau-tiousonautomationcomparedtoglobalpeers,withfewerexpectingfulljobautomationwithintenyears.Atthesametime,35%expectsignificantproductivitygains,eventhoughonly16%reportextensiverede-signofworktosupportnewwaysofworking. Governance, Security& Risk Management Emerging Tech:Agentic AI & Physical AI Key findings Country Analysis Organizational Preparedness Value Measurement Nordics are investing in AI, but organizationalreadiness is lacking Acknowledgments&Methodology Governance, Security & Risk Management AI delivers efficiency today, growth has not yetbeen unlocked Security-first governance becomes the foundationfor AI scaleGovernanceandsecurityhavebecomecentraltoAIstrategiesintheNordics,with84%oforganizations Nordicorganizationsreportstrongtechnicalreadi-nessforAI,with55%feelinghighlypreparedoninfra-structure.Atthesametime,strategicpreparednesshasdeclinedsharply,droppingfrom61%lastyearto AIisalreadydeliveringefficiencygainsforNordicorganizations,with79%reportingimprovedefficiency,wellabovetheglobalaverage.However,only18%are citingdataprivacyandsecurityasakeyconcern.Inresponse,67%areprioritizinginvestmentsinsecuri-tyandcompliance.Theseeffortsarecontributingtorisingtrust,with27%reportingasignificantincreaseintrustinAIsince2022,signallinggovernance,riskandsecurityasanenablerratherthanabarriertoscale. Deloitte’s global researchmethodology OrganizationalPreparedness This annual report was fielded to +3000 directorlevel to C-suite-level respondentsacross six industries and 20+ countries between August and September 2025, with170 respondents from the Nordics (Denmark, Finland, Norway, and Sweden). Industriesincluded: consumer; energy, resources and industrials; financial services; life sciencesand health care; technology, media and telecom; and government and public services.For details on methodology, please see page 40. Deployment &Infrastructure Emerging Tech: Agentic AI & Physical AI Nordics are more cautious with scaling AgenticAI initiatives This annual report is part of an ongoing series by the Deloitte AI Institute™ to helpleaders in business, technology and the public sector track the rapid pace of AI changeand adoption. While1/4ofNordicorganizationsreportextensiveGenAIintegration,expertiseinemergingtechnolo-giesremainslimited,withonly5%reportinghighexpertiseinAgenticAI.Adoptiontimelinesarecautious,as49%expectAgenticAItransformationtobemorethanthreeyearsaway.PhysicalAIshowssimilarrestraint,withjust8%expectingintegrationwithintwoyears,reflectingadeliberate,riskawareapproachtoemergingAIcapabilities. Governance, Security&