To reduce significant interruptions , organizations are adopting a robust predictive maintenance playbook . This requires examining machine data using cutting-edge analytics and AI to forecast potential malfunctions before they happen. By identifying early signals, maintenance teams can arrange preventative repairs or replacements during planned pe