Abstract: Systems and methods for analyzing and retrieving data from a monitoring system for monitoring a plurality of rotary machinery, such as turbines, is disclosed. A notification of an anomaly event is received from the monitoring system and tag data associated with the anomaly event is retrieved using a computer-implemented data retrieval tool. The tag data is stored at a central location and one or more objects are generated at the central location according to an event model. The one or more objects are stored as an event data object at the central location. The event data object is accessible by one or more client devices configured to render the one or more objects associated with the event data object in a graphical user interface.