1. An apparatus for dynamically recommending configuration changes to an operating system image, the apparatus comprising a computer processor, a computer memory operatively coupled to the computer processor, the computer memory having disposed within it computer program instructions that when executed by the computer processor cause the apparatus to carry out the steps of: monitoring, by an image deployment monitor, configurations of a plurality of deployed copies of a master operating system (OS) image on a plurality of client systems, wherein monitoring configurations of the plurality of deployed copies of the master OS image comprises: installing a monitoring agent on each deployed copy of the master OS on each client system to detect and collect usage information on each client system, and transmit the usage information to the image deployment monitor, and receiving, from each monitoring agent, the usage information indicating changes that one or more users have made to the configurations of the plurality of the deployed copies of the master OS image on the plurality of client systems; detecting, by the image deployment monitor, changes in one or more configurations of a first set of deployed copies of the plurality of deployed copies, including examining the received usage information to identify common changes made by users in one or more configurations of the first set of deployed copies, determining that at least a predetermined threshold of the deployed copies of the master OS image installed a particular application after being deployed, and generating a configuration recommendation based on the common changes of the one or more configurations to the installed particular application; identifying, by the image deployment monitor, a second set of deployed copies that have not installed the particular application after being deployed, the second set of deployed copies that have not installed the particular application after being deployed consists of all the deployed copies in the plurality of deployed copies that have not installed the particular application after being deployed; and transmitting, by the image deployment monitor, to the identified second set of deployed copies that have not installed the particular application after being deployed, the generated configuration recommendation that recommends installation of the particular application on each client system hosting the second set of deployed copies.