In today’s rapidly evolving technological landscape, artificial intelligence (AI) has emerged as a powerful tool with vast potential across various industries. AI refers to the development of computer systems that can perform tasks that typically require human intelligence. Its role extends far beyond simple automation, as AI algorithms have the ability to analyze vast amounts of data, identify patterns, and make predictions or recommendations based on that analysis. By leveraging machine learning and deep learning techniques, AI can continuously learn and improve its performance over time. This transformative technology has found application in diverse fields, such as healthcare, finance, transportation, and manufacturing, where it offers the promise of optimizing processes, enhancing decision-making, and driving innovation. Understanding the role of AI is imperative in harnessing its capabilities to drive sustainable growth and efficiency in the manufacturing industry, particularly in the context of predictive maintenance.