
The sudden shift from experimental cloud-based large language models to permanent, on-premises corporate infrastructure marks a defining moment in the history of industrial computing. This transition represents a significant advancement in the information technology and high-performance computing sectors, moving beyond the novelty of chat interfaces toward the integration of generative intelligence into core business workflows. This review explores the evolution










