To prevent unexpected outages, organizations must embracing a modern predictive maintenance playbook . This involves analyzing machine metrics using cutting-edge analytics and AI to anticipate potential breakdowns before they happen. By pinpointing early warning signs , maintenance teams can plan necessary repairs or overhauls during planned period