构建供应链智能体人工智能：数据到决策的模式 [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.P E X 3 0 8-RArchitecting Agentic AI for Supply Chain:Data-to-Decision Patterns Jessie He(She/Her)Wilson Thankachan(He/Him)Ankit Gupta(He/Him)2025,Amazon Web Service

2、s,Inc.or its affiliates.All rights reserved.AgendaSupply Chain Sector OverviewChallenges&CausesBuilding a Multi-Agent System for Supply Chain 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.No single source of truthLack of real time visibility Firefighting The Daily Reality 2025,A

3、mazon Web Services,Inc.or its affiliates.All rights reserved.Agents Need Contextual DataOperational Data StoresStructured Semi-structuredUnstructuredLake HouseKnowledge SystemsFederated CatalogQuery EngineSemantic LayerOpen Table FormatsAgent 2025,Amazon Web Services,Inc.or its affiliates.All rights

4、 reserved.Data Unification Using MCPMCP ClientUnified Access Layer with MCP ServerS3 TableRedshiftApplicationsExternal APIsSupplier DataLogistic DataMarket Data SalesInventoryProduct DataOrdersAgent 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Amazon Simple Storage Service(Amaz

5、on S3)Amazon SageMaker AIAWS GlueAmazon KinesisAmazon AppFlowAWS GlueAmazon RedshiftData Unification LayerMCP ServerKnowledge Base 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Agents LayerMulti-Agent Supply Chain SystemSupply Planning AgentOrder Fulfilment AgentDemand Planning

6、AgentPricing&Promotion AgentTransportation&Logistic AgentCoreSpecializedSustainability Agent 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Demand Planning OrchestratorS3 API(ML forecast,sales history)Application:ERP,WMSAnomaly DetectionWeather SignalMarket SignalForecast Optimiz