AI赋能的FinOps：基于代理的云成本管理[重复].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.A R C 3 1 8-RAI-Powered FinOps:Agent-based cloud cost managementAmar YashlahaSr.Analytics Specialist Solutions ArchitectAmazon Web ServicesVikram ElangoSr.AIML Speci

2、alist Solutions ArchitectAmazon Web Services 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AgendaFinOps needs and challengesHow AI Agents can address challengesAWS services for AI-powered FinOps solutionsReference architectures and patternsBest practices and recommendationsQ&A 2

3、025,Amazon Web Services,Inc.or its affiliates.All rights reserved.FinOps personas and needsFinance&ProcurementEngineering LeadsProduct OwnersExecutivesFinOps practitionersI need to know cost per environmentWhat is our cost per feature?I need consolidated view across all AWS organizationsWhats our sp

4、end per revenue?How to improve cost efficiency?2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.8DataMultiple disconnected data sourcesInconsistent tagging practicesComplex resource relationshipsProcessManual reporting workflowsDelayed anomaly detectionSiloed team responsibilitiesT

5、oolsLimited visualization capabilitiesDifficult business context integrationComplex custom reporting needsCommon FinOps implementation challenges 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AI Agents to the rescueIntelligent optimizationAutonomous monitoringAutomated remediati

6、onsNatural language UIContinuous forecastingEC2DBLogs 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AWS data servicesAmazon OpenSearch Amazon S3 VectorsAurora/RDS PostgreSQL with pgVectorAmazon Bedrock Knowledge BasesUnstructured DataUnstructured DataStructured DataUnstructured