A network management system includes an automatic reconnaissance (resolution) component which, in one embodiment, includes four main operational components, namely a real-time parse/analysis component, a data merge component, a data analysis component, and a response capability component. These four components interact to provide real-time event recognition and response. The network management system efficiently receives, parses, and comprehends a large amount of event and statistical data that could be indicative of a network systems operation failure with resultant response actions initiated through such an infrastructure improving mean time to recovery.