A system includes a computer server for receiving an aircraft dataset; a database operably coupled to the computer server for storing the aircraft dataset into data fields; a web portal operably coupled to the computer server and the database for providing real-time access to consumers; and a maintenance analysis engine coupled to the computer server, the database, and the web portal to process the aircraft dataset into informational reports for an automatic delivery to the consumers, and optionally issuing a notification for retrieval thereof. The system employs a method of analyzing aircraft data for preventative maintenance, comprising: utilizing an aircraft dataset from at least one operational source; parsing the aircraft dataset into at least one data field; determining an acceptable range of values for the aircraft dataset within the at least one data field to define a threshold for the aircraft dataset; automatically activating a dynamic trigger to indicate a maintenance alert when the threshold is crossed; deriving a performance indication for the at least one operational source by determining one or more performance trends of the aircraft dataset; associating with the maintenance alert a notification having a status level indicative of a maintenance condition for the at least one operational source; combining the performance indication and the notification into an electronic report that forecasts need for preventative aircraft maintenance; and automatically delivering the electronic report to a predetermined location for retrieval by a consumer.