Transforming Industry 5.0 Through Advanced Analytics and Machine Learning

This study explores how advanced analytics and machine learning are redefining enterprise operations within the framework of Industry 5.0. Emphasis is placed on the use of real-time data and predictive insights to support faster, smarter decision-making and to prevent disruptions in production systems. The synergy between human input and intelligent automation is examined, demonstrating how their combination can lead to more efficient, innovative, and safer work environments. A conceptual model is introduced to illustrate the interplay between data acquisition, analytical processes, interactive technologies, and decision-making tools. The proposed framework outlines the potential of machine learning and analytics to drive enterprise transformation in line with Industry 5.0 goals.