超越数据集成：数据统一与 GenAI 的兴起.pdf

1、Hosted by:Welcome!The presentation will begin shortly If your badge was not scanned at the door,please use the self check-in feature in the session details in the Schedule.Beyond Data IntegrationData Unification&the Rise of GenAITerry DorseySr.Data Architect and Evangelist for NAHarnessing the Value

2、 of GenAI:Overcoming Challenges with Dynamic DataHarnessing the Value of GenAIDiscussion What we want to do Why it is so hard How we think about it today Introduce another perspective What achievement looks likeArtificial IntelligenceGenerative AIMachine LearningAutonomous AgentsData Driven Decision

3、sAnalysisExploration ReportingVisualizationsDashboardsData SharingExternal PartneringEnterprise IntegrationPlanningApplication DevelopmentWhat do business users want to do?Why is it so hard?Lack of Availability of dataMismatch between Beliefs and RealityIncreased Costs and Work Understanding Aims an

4、d Governancehttps:/ Complex ConsiderationsHow can we be agile and stable with so much going on!HOW?The VisionPhoto by Greg Rakozy U Everyone can find what they need Sharing information is easy and secure Anyone can integrate systems easily Everything is compliantLets take a different perspectiveDesi

5、gn Principles Separate Concerns so components do what they do best Abstract Complexityso users get a clean,simple interface.Generalize to make things reusable Loosely Coupleso components can evolve independently.Design PrinciplesImproved MaintainabilityIncreased ReusabilityEnhanced ScalabilityReduce

6、d ComplexityFaster DevelopmentAnalytics and Artificial IntelligenceIntegrationApplication DevelopmentToo Much ArchitectureInconsistent SecurityMany Owned AssetsUnderstandability ChallengesRedundancyDifficult Dependency ManagementLong Time to ValueIncreased SupportOften Tightly Coupled with SourceToo