Vibration indicators enhance predictive maintenance by monitoring machinery for abnormal vibrations, signaling potential issues like misalignment or wear. This early detection minimizes downtime, optimizes performance, and prevents costly failures, ensuring industrial systems operate efficiently and reliably.