面向领导者的数据战略指南助力应对人工智能智能时代.pdf

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1、 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.S N R 2 0 2A leaders guide to data strategy in the era of agentic AITom GoddenExecutive In Residence,AWSMatt QuinnCTO,CarGurus 3 2025,Amazon Web Services,Inc.or its

2、affiliates.All rights reserved.In Formula 1,millisecondsraces are won in3 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.4 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.80%of data governance initiatives will fail by 2027Meanwhile,in business4 2025,Amazon Web

3、Services,Inc.or its affiliates.All rights reserved.5 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.What if weve been approaching data strategy thewrong way?5 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.6 2025,Amazon Web Services,Inc.or its affiliates.All r

4、ights reserved.The disconnect99%of firms report investing in data and AI29%achieve transformational business outcomesyet onlySource:Harvard Business Review6 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.7 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.data im

5、perativeThe Agentic AI7 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.8 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.The evolution of data strategyGenerative AI Era(20202024)Big Data Era(20102020)Business Intelligence Era(1990s2010)Structured data forhuman

6、analysisReports and dashboardsHistoricaldecision supportVolume,variety,velocityData lakes and warehousesEarly AI/ML forspecific use casesContext-rich,multi-modal dataKnowledge relationships,not just factsContinuous learningfrom interactionsBalanced structure with unstructured contentAutonomous decis