超越炒作：利用 AWS 上的生成式 AI 实现可衡量的投资回报率（由 CDW 赞助）.pdf

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1、Proprietary&Confidential 2025 Mission Cloud Services,Inc.Proprietary&Confidential 2025 Mission Cloud Services,Inc.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Dr.Ryan RiesHe/HimChief AI&Data ScientistMission,A CDW CompanyBeyond the HypeDelivering Measurable ROI with Generative

2、AI on AWSA I M 2 3 1-SProprietary&Confidential 2025 Mission Cloud Services,Inc.About me.Your Mission expert.Dr.Ryan RiesDr.Ryan RiesChief AI and Data SDr.Ryan Ries has been an authority on Data,Analytics,&Machine Learning for 20+years,and has spent the last 8+years helping customers build out their

3、AWS data infrastructure.Dr.Ries has extensive experience in computer vision and NLP.Generative AI Consulting,GLOBALGenerative AI Consulting,GLOBAL175+GenAI Project Completed175+GenAI Project CompletedProprietary&Confidential 2025 Mission Cloud Services,Inc.Proprietary&Confidential 2025 Mission Cloud

4、 Services,Inc.MIT Finds 95%of GenAI Pilots Fail Because Companies Avoid FrictionThe MIT research and decades of software history all point to the same conclusions:AI isnt the problem.Faulty application is.The models are capable,but without the right approach they become expensive distractions rather

5、 than business drivers.Internal experts are essential,but insufficient.They know the business better than anyone else,but they dont have the extensive applied knowledge that comes from running dozens of implementations.Without that experience,its easy to overlook integration challenges,underestimate

6、 cultural impact,fail to see cross-functional opportunities,or misjudge how workflows need to adapt.MIT report:95%of generative AI pilots at companies are failing“95%of AI Pilots Fail”MIT SAYS WHAT?!Proprietary&Confidential 2025 Mission Cloud Services,Inc.By the Numbersof enterprise AI initiatives d