Identifying the exaptation potential of supply chain resilience capabilities during COVID-19: insights from Australia

Herold, David M.; Prataviera, Lorenzo Bruno; Desouza, Kevin C.

doi:10.1080/21693277.2024.2356765

Production & Manufacturing Research

2024

DOI: 10.1080/21693277.2024.2356765

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Identifying the exaptation potential of supply chain resilience capabilities during COVID-19: insights from Australia

David M. Herold,

Lorenzo Bruno Prataviera,

Kevin C. Desouza

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Artificial intelligence (AI) for supply chain collaboration: implications on information sharing and trust

Weisz,

Herold,

Ostern

et al. 2024

OIR

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PurposeManagers and scholars alike claim that artificial intelligence (AI) represents a tool to enhance supply chain collaborations; however, existing research is limited in providing frameworks that categorise to what extent companies can apply AI capabilities and support existing collaborations. In response, this paper clarifies the various implications of AI applications on supply chain collaborations, focusing on the core elements of information sharing and trust. A five-stage AI collaboration framework for supply chains is presented, supporting managers to classify the supply chain collaboration stage in a company’s AI journey.Design/methodology/approachUsing existing literature on AI technology and collaboration and its effects of information sharing and trust, we present two frameworks to clarify (a) the interrelationships between information sharing, trust and AI capabilities and (b) develop a model illustrating five AI application stages how AI can be used for supply chain collaborations.FindingsWe identify various levels of interdependency between trust and AI capabilities and subsequently divide AI collaboration into five stages, namely complementary AI applications, augmentative AI applications, collaborative AI applications, autonomous AI applications and AI applications replacing existing systems.Originality/valueSimilar to the five stages of autonomous driving, the categorisation of AI collaboration along the supply chain into five consecutive stages provides insight into collaborations practices and represents a practical management tool to better understand the utilisation of AI capabilities in a supply chain environment.

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Artificial intelligence (AI) for supply chain collaboration: implications on information sharing and trust

Weisz,

Herold,

Ostern

et al. 2024

OIR

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Identifying the exaptation potential of supply chain resilience capabilities during COVID-19: insights from Australia

Cited by 1 publication

References 94 publications

Artificial intelligence (AI) for supply chain collaboration: implications on information sharing and trust

Artificial intelligence (AI) for supply chain collaboration: implications on information sharing and trust

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