Predictive maintenance enhances industrial operations by using data analytics and IoT sensors to monitor equipment conditions in real-time. This approach allows companies to identify potential failures before they occur, significantly reducing downtime and maintenance costs. By analyzing trends from historical data, businesses can determine optimal maintenance schedules and avoid unexpected breakdowns. Predictive maintenance improves overall efficiency and helps ensure reliable operation of machinery, ultimately maximizing productivity. Additionally, it fosters a proactive maintenance culture, shifting organizations from reactive to predictive strategies, which enhances operational resilience and contributes to sustainability goals.