用于构建人工智能解决方案的数据处理架构.pdf

1、 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.A N T 3 2 8Data Processing Architectures For Building AI SolutionsSakti MishraPrincipal Data and AI Solutions Architect,AWSRadhika RaviralaPrincipal Product Manager,

2、AWS 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.How many of you feel your organizations data platform is ready for AI?2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AgendaRole of Data in AIModern Data FoundationUnlocking Enterprise Data for AI AgentsData Pr

3、ocessing Architectures For AIData Processing Engine Enhancements 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AI is transforming the data landscape89%of CDOs are moving forward with Gen AI 52%of CDOs view data foundation not being ready for AISource:Scaling Generative AI for Va

4、lue:Data Leader Agenda for 2025 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Role of data in your AI applicationsSupervisor AgentNatural Language QueryWe just hired AmyPlease start onboardingTask Planning AgentBuilds a tailored onboarding planOnboarding Buddy AgentRecommends pe

5、ople to connectException Handling AgentAdapt to changes immediately Structured data Unstructured dataReal-time data streaming Vector search via RAGDatabasesData lakesVector storesStreaming services 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Whats holding companies backOptimiz

6、ing current investments for higher valueIntegrating data,analytics,andAI at scaleEfficiency in making the data ready for AI 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Modern data foundation 2025,Amazon Web Ser