利用生成式人工智能实现亚马逊物流中心运营自动化.pdf

1、 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.I N D 3 9 3Automating Amazon Fulfillment Center Operations with GenAIElad DwekSr.GenAI Program Manager,Amazon(him,his)Hin Yee LiuSr.Prototype Engagement Manager,AWS(

2、she,her)Zakaria FannaSr.AI Prototyping Engineer,Amazon(him,his)Joe RosingManufacturing&Supply Chain Leader,AWS(him,his)2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AgendaIntroduction to AWS for ManufacturingAmazons Global Fulfillment NetworkSolution in ActionHow We Built the So

3、lutionFrom Concept to Working Solution 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Reindustrialization Must be AI-Driven 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.What hasnt changed?Be predictably boring across key performance indicators Solve problems

4、 with human-like reasoning,machine-scale consistency Reduce VariationEmpower Employees Make better decisions,faster Build resiliency through flexibility Capture knowledge and onboard new operators fasterExecute at Speed AI-enabled capacity optimization Predictive,prescriptive,self-adapting operation

5、s Drive interoperability of machines and systems 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.80%Of business leaders recognize Generative AIs potential to deliver closed-loop manufacturing systems capable of real-time production adjustments and reduced variation that surpass hu

6、man capabilities 30%Of organizations are building the modern industrial data architecture required to implement AI systems at scale 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Evolving the manufacturing data landscapeTraditionalMonolithic pyramidManagementlevelField and contro