What is Predictive Asset Intelligence?
Predictive Asset Intelligence (ALT: Asset performance management, Asset reliability, Anomaly Detection)
refers to the application of artificial intelligence and data analytics techniques to predict equipment failures and optimize maintenance processes in industrial and manufacturing. This approach leverages real-time data from sensors, asset template libraries, and historical machine performance records to forecast potential issues before they occur, enabling proactive maintenance and reducing unplanned downtime. IPAI enhances operational efficiency, extends asset life, and improves overall productivity by using predictive models and machine learning algorithms to provide actionable insights.
