International Journal on Science and Technology

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Generative AI in Digital Manufacturing: A Paradigm Shift in Operational Excellence

Author(s) Kumar Rajiv Nayan
Country United States
Abstract Generative artificial intelligence is transforming digital manufacturing by introducing novel capabilitiesthat go beyond traditional AI approaches focused on classification and prediction. As these technologiesmature from experimental concepts to practical solutions, they revolutionize product design, factory flooroperations, and supply chain management. Manufacturing organizations implementing generative AI areexperiencing significant benefits across the value chain, from reduced design cycles and improved materialefficiency to optimized production scheduling and enhanced supply chain resilience. Despiteimplementation challenges related to data quality, computational requirements, and human-AIcollaboration, structured solutions are emerging that enable broader adoption. Integrating multimodalsystems, transfer learning techniques, and potentially quantum computing capabilities promises toaccelerate these transformations further, making generative AI a cornerstone of manufacturing excellenceand competitive advantage in the Industry 4.0 era.
Keywords Digital Manufacturing, Generative AI, Operational Excellence, Industry 4.0, Manufacturing optimization
Field Computer
Published In Volume 16, Issue 2, April-June 2025
Published On 2025-04-09
Cite This Generative AI in Digital Manufacturing: A Paradigm Shift in Operational Excellence - Kumar Rajiv Nayan - IJSAT Volume 16, Issue 2, April-June 2025. DOI 10.71097/IJSAT.v16.i2.3466
DOI https://doi.org/10.71097/IJSAT.v16.i2.3466
Short DOI https://doi.org/g9fcf6
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