1. A deployment management system for updating an operating environment for servers in a production environment, comprising: one or more processors; and memory including instructions when executed to cause the one or more processors to: receive a request to update the servers in the production environment from a first operating environment to a second operating environment; responsive to the request, cause a first subset of the servers in the production environment to be removed from the production environment, whereby remaining servers in the production environment continue to provide a predetermined level of service in the production environment; update the first subset of the servers that have been removed from the production environment with the second operating environment; and deploy the first subset of the servers that have been updated with the second operating environment to the production environment.