articleInternational Journal of Production ResearchJan 31, 2024BRONZE OA

Generative artificial intelligence in supply chain and operations management: a capability-based framework for analysis and implementation

Massachusetts Institute of Technology · Berlin School of Economics and Law · +4 more institutions

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Abstract

This research examines the transformative potential of artificial intelligence (AI) in general and Generative AI (GAI) in particular in supply chain and operations management (SCOM).Through the lens of the resource-based view and based on key AI capabilities such as learning, perception, prediction, interaction, adaptation, and reasoning, we explore how AI and GAI can impact 13 distinct SCOM decision-making areas.These areas include but are not limited to demand forecasting, inventory management, supply chain design, and risk management.With its outcomes, this study provides a comprehensive understanding of AI and GAI's functionality and applications in the SCOM context, offering a practical framework for both…

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