The role of artificial intelligence in shaping the future of Agile fashion industry

Mujahid Mohiuddin Babu, Shahriar Akter, Mahfuzur Rahman, Md Morsaline Billah, Dieu Hack-Polay

    Research output: Contribution to journalArticlepeer-review

    35 Citations (Scopus)
    4625 Downloads (Pure)

    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 optimization 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.
    Original languageEnglish
    Pages (from-to)2084-2098
    Number of pages15
    JournalProduction Planning & Control: The Management of Operations
    Volume35
    Issue number15
    Early online date26 Apr 2022
    DOIs
    Publication statusPublished - 17 Nov 2024

    Bibliographical note

    This is an Accepted Manuscript version of the following article, accepted for publication in [Production Planning and Control]. Mohiuddin Babu, M, Akter, S, Rahman, M, Billah, MM & Hack-Polay, D 2022, 'The role of artificial intelligence in shaping the future of Agile fashion industry', Production Planning & Control: The Management of Operations, vol. (In-Press), pp. (In-Press)

    It is deposited under the terms of the Creative Commons Attribution-NonCommercial License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited.

    Keywords

    • Agile manufacturing
    • Artificial intelligence
    • apparel
    • big data analytics
    • dynamic capability
    • textile and fashion industry

    ASJC Scopus subject areas

    • Computer Science Applications
    • Strategy and Management
    • Management Science and Operations Research
    • Industrial and Manufacturing Engineering

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