从愿景到价值：利用 AWS 快速扩展 Gen AI 以降低总体拥有成本（由 Tech Mahindra 赞助）.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.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.COP215-SShreenivas ChetlapalliPronoun:He/HimJob Title:Function Head Innovation and Emerging Techno

2、logiesCompany:Tech MahindraFrom Vision to Value:Scaling Gen AI with Speed to Reduce TCO with AWSAgentic AI Architecture for Enterprise Transformation 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Explore the universe with AWSThe Enterprise GenAI Friction ProblemWhy majority of p

3、ilots never reach production-The recent MIT study pegs the failure rate at 95%25%UNPRODUCTIVE TIMEOf employee time spent searching for documents,information,or people needed to do their jobs*mckinsey7%SERVICE COSTSOf company revenue consumed by employee technologies,support teams,and operations*Delo

4、itte33%WASTED TECH SPENDOf technology investments underutilized or completely wasted every single year*GartnerThe Real Barrier:Can you AFFORD TO SCALE GenAI beyond pilots?Company Confidential|Copyright 2025 Tech Mahindra.All rights reserved.How we are overcoming this challengeMeasure what matters:Qu

5、ality,speed,learningnot just costTrack leading indicators of value creation.Cost reduction is an outcome,not the primary objective.Build human-agent collaboration,not human replacementTrack leading indicators of value creation.Cost reduction is an outcome,not the primary objective.Start with product

6、ion constraints,not lab possibilitiesDesign for real-world complexity from day one.Consider latency,data quality,integration points,and failure modes before building anything.Embed security&governance before first deploymentBuild guardrails into the architecture,not bolted on afterward.Make complian