Artificial Intelligence in Supply Chain Management

Authors

  • Shyla Awasthi BASIS Independent Silicon Valley

DOI:

https://doi.org/10.47611/jsrhs.v13i1.5996

Keywords:

Artificial Intelligence, Machine Learning, Computer Science, Supply Chain, Supply Chain Management, Amazon AI, Internet of Things, Blockchain, Cloud computing, AI in SCM

Abstract

Given the recent surge in AI technology, companies are increasingly using it as part of their supply chain. This paper explores how different types of Artificial Intelligence can be used to improve supply chain activities. AI can help overall functions or specific parts of the supply chain including planning, sourcing, manufacturing, delivering and returning. The paper analyzes Amazon as a case study, as they have implemented AI in almost all aspects of their supply chain, from ordering a product to receiving it at your doorstep. Finally, limitations and challenges to implementing the AI are discussed.

 

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References or Bibliography

“AI in Supply Chain: Six Barriers to Seeing Results.” SupplyChainBrain, https://www.supplychainbrain.com/blogs/1-think-tank/post/30051-six-barriers-to-getting-results-with-ai-in-supply-chain-management. Accessed 7 Sept. 2023.

“The Digital Supply Chain—Emergence, Concepts, Definitions, and Technologies.” ScienceDirect, https://www.sciencedirect.com/science/article/abs/pii/B9780323916141000010. Accessed 9 Aug. 2023.

“The Study of Supply Chain Management Strategy and Practices on Supply Chain Performance.” Procedia - Social and Behavioral Sciences, vol. 40, pp. 225–33, doi:10.1016/j.sbspro.2012.03.185. Accessed 9 Aug. 2023.

Belhadi, Amine, et al. “Artificial Intelligence-Driven Innovation for Enhancing Supply Chain Resilience and Performance under the Effect of Supply Chain Dynamism: An Empirical Investigation.” Annals of Operations Research, Feb. 2021, pp. 1–26, doi:10.1007/s10479-021-03956-x.

Bottani, Eleonora, et al. “Modeling Wholesale Distribution Operations: An Artificial Intelligence Framework.” Industrial Management & Data Systems, vol. 119, no. 4, Apr. 2019, pp. 698–718, doi:10.1108/IMDS-04-2018-0164.

Carbonneau, Real, Kevin Laframboise, and Rustam Vahidov. "Application of machine learning techniques for supply chain demand forecasting." European journal of operational research 184.3 (2008): 1140-1154.

Drury, Keithen. “Is Amazon’s AI-Powered Supply Chain the Secret to Its Dominance?” The Motley Fool, 10 May 2023, https://www.fool.com/investing/2023/05/10/is-amazons-ai-powered-supply-chain-the-secret-to-i/.

Esmaeilian, Behzad, et al. “Blockchain for the Future of Sustainable Supply Chain Management in Industry 4.0.” Resources, Conservation and Recycling, vol. 163, Dec. 2020, p. 105064, doi:10.1016/j.resconrec.2020.105064.

Fernando, Jason. “Supply Chain Management (SCM): How It Works and Why It Is Important.” Investopedia, 19 Dec. 2022, https://www.investopedia.com/terms/s/scm.asp.

MacCarthy, Bart L., and Dmitry Ivanov. “The Digital Supply Chain—Emergence, Concepts, Definitions, and Technologies.” The Digital Supply Chain, Elsevier, 2022, pp. 3–24, http://dx.doi.org/10.1016/b978-0-323-91614-1.00001-0.

Mahamuni, Atul. “Internet of Things, Machine Learning, and Artificial Intelligence in the Modern Supply Chain and Transportation.” Defense Transportation Journal, vol. 74, no. 1, 2018, pp. 14–17. JSTOR, https://www.jstor.org/stable/26430583. Accessed 10 Aug. 2023.

Min, Hokey. “Artificial Intelligence in Supply Chain Management: Theory and Applications.” International Journal of Logistics Research and Applications, vol. 13, no. 1, Mar. 2009, pp. 13–39, doi:10.1080/13675560902736537.

Ratner, Bruce. "A comparison of two popular machine learning methods." Mine Tech (2000).

Rohde, Jens. “Hierarchical Supply Chain Planning Using Artificial Neural Networks to Anticipate Base-Level Outcomes.” OR Spectrum, vol. 26, no. 4, pp. 471–92, doi:10.1007/s00291-004-0170-x. Accessed 9 Aug. 2023.

ScienceDirect, https://www.sciencedirect.com/science/article/abs/pii/B9780323916141000010. Accessed 9 Aug. 2023.

Selyukh, Alina. “Optimized Prime: How AI And Anticipation Power Amazon’s 1-Hour Deliveries.” NPR, 21 Nov. 2018, https://www.npr.org/2018/11/21/660168325/optimized-prime-how-ai-and-anticipation-power-amazons-1-hour-deliveries.

Sharma, Rohit, et al. “The Role of Artificial Intelligence in Supply Chain Management: Mapping the Territory.” International Journal of Production Research, vol. 60, no. 24, Feb. 2022, pp. 7527–50, doi:10.1080/00207543.2022.2029611.

Silva, Nathalie, et al. “Improving Supply Chain Visibility With Artificial Neural Networks.” Procedia Manufacturing, vol. 11, 2017, pp. 2083–90, doi:10.1016/j.promfg.2017.07.329. [Original source: https://studycrumb.com/alphabetizer]

Published

02-29-2024

How to Cite

Awasthi, S. (2024). Artificial Intelligence in Supply Chain Management. Journal of Student Research, 13(1). https://doi.org/10.47611/jsrhs.v13i1.5996

Issue

Section

HS Review Articles