Abstract
In the digital age, data analytics has become a strategic pillar in industrial transformation. It plays a vital role in optimizing processes, increasing productivity, and enhancing decision-making. This article explores the necessity of data analytics in industrial environments—from monitoring equipment performance to intelligent decision-making powered by advanced algorithms. By focusing on analytical tools, implementation challenges, and emerging opportunities, it demonstrates that data is not merely a reporting resource but a driving force for innovation and competitiveness. more