A THREE-LAYER AI MANAGEMENT- MECHANISM MODEL (AI-MMM) FOR TEXTILE ENTERPRISES
DOI:
https://doi.org/10.5281/zenodo.22950594Abstract
The thesis proposes a three-layer AI management-mechanism model (AI-MMM) for textile enterprises, arguing that the economic effect of artificial intelligence arises from the vertical integration of strategic, tactical, and operational management layers rather than from isolated technology deployment.Keywords
artificial intelligence, management mechanism, AI-MMM, textile industry, TOEReferences
Zhang, M., & Huang, M. (2026). Application of Intelligent Financial Management System Based on Artificial Intelligence in Textile and Garment Enterprises. Textile & Leather Review, 9, 1319–1332. https://doi.org/10.31881/
Chatterjee, S., Rana N., P., Tamilmani, K., Sharma, A., & Understanding, A. I. (2021). adoption in manufacturing and production firms using an integrated TAM-TOE model. Technological Forecasting and Social Change, 170. https://doi.org/10.1016/j.techfore.2021.120880
Islam M. et al. Digital transformation of fashion and textiles manufacturing: A systematic literature review // Textile Research Journal. – 2026. – OnlineFirst. – DOI: 10.1177/00405175251375339. – URL: https://journals.sagepub.com/ doi/10.1177/00405175251375339 (accessed: 22.09.2026). 2 Source: compiled by the author based on Zhang and Huang (2026).
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