2025数据与AI雷达：掌握数据与人工智能转型的10大挑战研究报告-英文版

Data Al:what can we expectin2025?The year 2024 has been a challenging one for Chief Data Officers/Al leaders,manyof whom now also hold the title of Chief Data Al Officer,along with their teams.The rise of Al,particularly generative Al,increased interest from executive committees(ExCom)in DataAl,and evolving regulations have put Chief Data Officers under pressure to tackle multiple challenges.They've had to address these emerging priorities while excelling in their traditional role:ensuring thecompany maximizes the value of its data assets to enhance performance,decision-making,andcompetitiveness.To help you prepare your strategies and roadmaps for 2025(and beyond),Wavestone has analyzedthe major trends that are shaping the daily responsibilities of Chief Data Officers and the corechallenges they will face in the years ahead.ARTIFICIAL INTELLIGENCEMultilingualmodelsEdge AlLoRAOwn AlShadow AlModelsmasteringLocalmodelsDATA VIZDATA GOVERNANCE MANAOEMENTDynamic Data MaskingFrugalAlMultimodaLAl Al-enhanced DataVizDocumentDataunderstandingADVANDark Data exploration TokenizationFine-tuningAlActAl Reusable modulesChain ofthoughtsDate AugmentationGenerative Al TransferLearning3D Data visualizationEDDaa只8g0dne88Al CybersecurityAlAgents RAGData ProductsAl RiskAl Governance Responsible AlloT AnalyticsManagementNALYTICSMLOpsDrift detectionAugmented AnalyticsAl driven Data QualitvData StorytellingData PrivacyAR/VR AnalyticsManagementClusteringData SecuritySemantic LayerNLPData ContractsExteroaldataData LineageMedallion approachData QualityManagementMDMBI toolsDataF非deratedData CatalogstreamingDataOpsData sharingG0vrh墙片e卷PartnershigsDataQuantumDemocratizationcollectioncomputingGreenITData Mesh Data LiterascyONData PlatformsData LakehouseTalentAcquisition&Data by designEvent-driven architectureTECHNOLOGYDota MonetizationRetentionCloud DataStorageData/AI FactoryeaaMarketplaceCitizen DataScientistCOO RoleSynthe碱tic DataEvolution2025MATUREData FabncMakeor BuyData Al RadarprocessingINFRASTRUCTUREby WAVESTONEEdge computingRWavestone supports the CDOs/Al leaders of major companies and public institutions onall geographical regions.This radar reflects the assignments carried out during the yearand the changes observed by all the firm's Data Al experts.We have thus identifiedthe 10 hot topics for the period ahead.3