To avoid significant interruptions , organizations must embracing a modern predictive maintenance strategy . This entails examining machine information using cutting-edge analytics and AI to anticipate potential malfunctions before they occur . By detecting early signals, maintenance teams can arrange required repairs or replacements during optimal