1. A system for refining a repair probability of a corrective action for a complex system, comprising: a network; a first local computing device configured to report an operating status of the complex system and to transmit failure mode data presented by the complex system over the network; a second local computing device configured to transmit repair action data to and receive repair data over the network, the repair action information and the repair data being related to the failure mode; and a reasoner in operable communication with first local computing device and the second local computing device, the reasoner being configured to: correlate the operating status of the complex system, the repair action information and the repair data, and update the repair probability of the repair action based at least in part on the correlation.