The primary purpose of using predictive maintenance in industrial settings is to enhance equipment reliability and minimize downtime through proactive measures. By analyzing sensor data and identifying patterns in machinery performance, companies can schedule maintenance before failures occur. This not only reduces repair costs but also optimizes operational efficiency. Additionally, it helps in extending the lifespan of assets while ensuring safety. Ultimately, predictive maintenance drives productivity by allowing businesses to manage resources more effectively and avoid costly unexpected breakdowns.