This PDF explores how condition based maintenance is transforming maintenance strategies in modern manufacturing. Instead of relying on fixed schedules, industries now monitor machine health using real-time parameters such as vibration, temperature, and pressure to determine when maintenance is actually needed. This approach reduces unnecessary servicing while improving equipment reliability and operational efficiency. The document also highlights how organizations are integrating prescriptive ai solutions to move beyond monitoring and toward intelligent decision-making. By analyzing historical and real-time data, AI platforms can recommend the best maintenance action, helping engineers prevent failures and optimize asset performance.