A method is provided to eliminate many of the manual steps in a server change management process, creating a self-service experience for a change requester. The method may automatically retrieve the current state of a server; constrain the requested change to a valid, feasible specification; verify that the requested change is compliant with business policies; implement the changes automatically; and develop a knowledge base of automated change risk that is used to modify the change management business process by identifying safe changes that can be performed outside of change windows and/or during change freezes. The method can be applied to changes to physical servers, virtual servers, and servers in a cloud environment.