通过 FinOps 在 AWS 上以低成本扩展 GenAI（由 IBM Cloudability 赞助）.pdf

1、 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AIM227-SScaling GenAI on AWS Without Breaking the Bank through FinOpsAndrew MidgleyJJ SharmaTBM&Fi

2、nOps Practice LeaderKPMG AustraliaPrincipal Product Marketing ManagerApptio,an IBM company 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.30%Despite an average spend of$1.9 million on GenAI initiatives in 2024,les

3、s than 30%of AI leaders report their CEOs are happy with AI investment return$664BAccording to Gartner,Worldwide generative AI(GenAI)spending is expected to total$644 billion in 2025,an increase of 76.4%from 2024.Source:Gartner Article,The 2025 Hype Cycle for Artificial Intelligence Goes Beyond GenA

4、I,By Haritha Khandabattu,July 2025 Source:Gartner Press Release,Gartner Forecasts Worldwide GenAI Spending to Reach$644 Billion in 2025,March 2025.GARTNER is a registered trademark and service mark of Gartner,Inc.and/or its affiliates in the U.S.and internationally and is used herein with permission

5、.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AgendaFinOps Overview and feedback from the communityStrategic look at GenAI investmentReview GenAI deployment modesDeep dive into AWS GenAI services and pricingApplying key FinOps practicesDriving GenAI success

6、with Unit Economics 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.A quick intro to FinOpsA set of best practices,processes,and toolsthat enable collaboration between IT,Finance and the Businessto maximize the business value of an organizations cloud deployments.2025,Amazon Web S