3421 - 超越模型：了解运行人工智能应用程序的真实成本.pdf

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1、Orlando,FLOctober 69IBM TechXchange 20253421Phil AlfanoField CTOApptio,an IBM CompanyPhilip.ABeyond the ModelUnderstanding the Real Cost of Running AI AppsIBM TechXchange|2025 IBM Corporation1Proprietary information of Ingram Micro Do not distribute or duplicate without Ingram Micros express written

2、 permission.So many robotsHow much am I spending?What am I getting for my investmentAre we in production yet?Or still training?1.Proliferation of AI 2023 Apptio,All rights reserved-Confidential under NDAManage,govern and optimize AI spend with CloudabilityRight size your GPU,cloud and containersMana

3、ge financial commitmentsMeasure the“token economy”of AI vendorsAI is more than infrastructure and models!How much do we spend on labor?What business entities are consuming agentic AI?How can I quantify value?Our AI Story TodayOur AI Story Today2.Run AI Efficiently3.Measure Total Cost of Ownership an

4、d value of AI 123AI Adoption is Exploding&So Are the CostsAs AI spend grows,most companies cant explain where the money is going,or why.Cost AnxietyCost AnxietyExploding SpendExploding Spendof CIOs cite outof CIOs cite out-ofof-control costs control costs as a major barrier to achieving AI success.G

5、artner anticipates that spending spending on generative AI software will on generative AI software will increase by 76%increase by 76%year-over-year,reaching$644 billion in 2025.90%90%$644B$644BGartnerGartnerStrategic AlignmentStrategic Alignmentof generative AI spendingof generative AI spending is

6、coming from existing budgets40%40%Menlo Ventures SurveyHow much are your total AI investments really costing you?4AI is a strategic priority but does your organization have the financial insights to confidently adopt and scale AI?-COMMERCIAL IN CONFIDENCE-IBM Automation|2025 IBM CorporationAI isnt j