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IDC:2026亚马逊AI商业价值报告(中译版)(31页).pdf

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1、The Business Value of Amazon Bedrock and Amazon SageMaker AIDavid SchubmehlResearch Vice President,AI and Automation,IDCMatthew MardenResearch Vice President,Business Value Strategy Practice,IDCJanuary 2026Business Value White PaperSponsored by AWS2January 2026|#US53883925-BVWP|Sponsored by AWSThe B

2、usiness Value of Amazon Bedrock and Amazon SageMaker AITable of ContentsClick any title to navigate directly to that page.Table of Contents 2Business Value Highlights 3Executive Summary 4Situation Overview 5Amazon Bedrock and Amazon SageMaker AI 5Amazon Bedrock 5Amazon SageMaker 6The Business Value

3、of Amazon Bedrock and Amazon SageMaker AI 7Study Demographics 7Overview of Study Participants GenAI Activities and Initiatives 8Choice and Use of Amazon Bedrock and Amazon SageMaker AI 9Business Value Results 10Summary of Quantitative Benefits 11GenAI Model and Development Benefits 13GenAI Applicati

4、on and Use Case Impact 17GenAI Governance and Security Benefits 19IT Staff and Cost Efficiencies 21ROI Analysis 22Challenges/Opportunities 24Conclusion 24Appendix A:IDC Business Value Methodology 25Appendix B:Summary of Financial Benefits 26Appendix C:Accessible Data Tables 28About the IDC Analysts

5、29Message from the Sponsor 303January 2026|#US53883925-BVWP|Sponsored by AWSThe Business Value of Amazon Bedrock and Amazon SageMaker AIReturn to Table of ContentsBusiness Value HighlightsClick to jump to related content.Click“Return to Highlights”to get back to this page.421%three-year ROI9-month p

6、ayback on investment$131,600 average annual value achieved per generative AI(GenAI)use case43%faster to create a new GenAI model58%faster development lifecycle,new GenAI use case39%higher GenAI development team productivity$10.16 million higher revenue per organization per year$3.07 million operatio

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1. **核心价值**:使用Amazon Bedrock和SageMaker AI的企业实现421%三年ROI,9个月回本,平均每个生成式AI(GenAI)用例年创收13.16万美元。 2. **效率提升**:模型创建速度加快43%,开发周期缩短58%,开发团队生产力提高39%。 3. **业务收益**:年营收增加1016万美元,运营成本节省307万美元,IT安全团队效率提升35%。 4. **技术优势**:Bedrock提供统一基础模型访问(如Anthropic、OpenAI),SageMaker支持端到端AI/ML生命周期管理,内置安全与治理功能。 5. **应用场景**:覆盖客户个性化推荐、内容生成、欺诈检测等43个用例,支持近半数营收相关业务。
Bedrock价值几何? SageMaker效率如何? GenAI投资回报?
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