This invention teaches how to use prediction software and algorithms to minimize the risk of failure, and to increase the likelihood of success of information technology (IT) and telecommunications system changes. The method identifies the systems, people, documents and other unanticipated consequences of system changes. The invention teaches how use of the prediction software and algorithms allow system administrators to find more advantageous ways and times to perform system changes.