Babu, Mujahid Mohiuddin, Akter, Shahriar, Rahman, Mahfuzur , Billah, MD Morsaline and Hack-polay, Dieu The Role of Artificial Intelligence in Shaping the Future of Agile Fashion Industry. Production Planning & Control . ISSN 0953-7287
Full content URL: https://doi.org/10.1080/09537287.2022.2060858
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Item Type: | Article |
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Item Status: | Live Archive |
Abstract
Artificial intelligence (AI) has become an integral part of every industry. With the emergence of big data, the industries, and more especially textile and apparel (T&A) industry, are on the brink of relationships with consumers, suppliers, and competitors. They need to handle different scenarios with a multitude of complex correlations and dependencies between them and uncertainties arising from human interaction. It has become imperative for them to manage huge amounts of data for the optimisation of decision-making processes. In such circumstances, AI techniques have shown promise in every segment of the T&A value chain, from product discovery to robotic manufacturing. The potential wide-ranging applications of AI in T&A industry have found their ways into design support systems to T&A recommendation systems, intelligent tracking systems, quality control, T&A forecasting, predictive analytics in supply chain management or social networks and T&A e-commerce. The research recourses to the qualitative method in the form of systematic literature review and in-depth interviews from senior management people and industry experts. Findings identify the dimensions of AI to develop dynamic capability along with its potential impact and probable challenges. As such, the findings contribute to relevant literature and offer useful insights for academia and practitioners.
Keywords: | Artificial intelligence, Dynamic capability, Big Data Analytics, Apparel, Textile industry, Agile manufacturing |
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Subjects: | N Business and Administrative studies > N211 Strategic Management |
Divisions: | Lincoln International Business School |
ID Code: | 48592 |
Deposited On: | 28 Mar 2022 14:18 |
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