To avoid significant interruptions , organizations are embracing a robust predictive maintenance strategy . This entails evaluating machine metrics using sophisticated analytics and machine learning to anticipate potential breakdowns before they arise . By identifying early signals, maintenance teams can arrange required repairs or replacements dur