Sarcouncil Journal of Engineering and Computer Sciences

Abstract: Manufacturing of consumer goods necessitates smart infrastructure capable of adapting automatically to varying production requirements. The current research introduces an Artificial Intelligence-enhanced Elastic Hyperconverged Infrastructure (E-HCI) solution that features custom-built automated scripting tools. This innovative system facilitates dynamic allocation of resources without human intervention, yielding substantial real-world improvements in production efficiency alongside a significant reduction in computational expenses. The architectural framework integrates physical hyperconverged infrastructure nodes with an artificial intelligence control mechanism that performs continuous production monitoring, capacity requirement forecasting, and implementation of automated remediation protocols. Implementation at a significant consumer goods manufacturing facility demonstrates marked enhancements in production output, cost-efficiency of infrastructure, responsiveness of scaling mechanisms, and complete elimination of system downtime. The practical applications of this technology represent a substantial advancement in manufacturing resource management, offering tangible benefits across operational metrics while maintaining adaptability to fluctuating production environments.