Drivers, barriers and social considerations for AI adoption in SCM

被引:12
|
作者
Hangl, Johannes [1 ]
Krause, Simon [1 ]
Behrens, Viktoria Joy [1 ]
机构
[1] Mendel Univ Brno, Zemedelska 1665, Brno 61300, Czech Republic
关键词
Supply chain management; SCM; Artifiicial intelligence; AI;
D O I
10.1016/j.techsoc.2023.102299
中图分类号
D58 [社会生活与社会问题]; C913 [社会生活与社会问题];
学科分类号
摘要
This study explored the challenges and recommendations for implementing Artificial Intelligence (AI) in SC Management (SCM). The experts identified several drivers for AI adoption in SCM, including increased efficiency, improved decision-making, and reduced costs. However, they highlighted several barriers to AI adoption, such as data quality and management issues, resistance to change, and lack of understanding and trust in AI. To overcome these barriers and ensure successful AI implementation, companies should involve all stakeholders, focus on data quality and management, and ensure the AI solution integrates with existing processes and workflows. In addition, companies should also avoid common mistakes when implementing AI, such as neglecting the importance of explainability and transparency in AI decision-making, underestimating the importance of involving all stakeholders, and rushing into large-scale implementation without conducting small-scale pilot projects. By following the recommendations and avoiding common mistakes, companies can harness the benefits of AI in SCM while minimizing risks and challenges.
引用
收藏
页数:9
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