obtaining health data from each of a plurality of clients, the health data including attributes of a respective one of the plurality of clients, a health status of the respective one of the plurality of clients, and a software version of the respective one of the plurality of clients;

determining, by a processing device, a conditional risk that is associated with at least one of the attributes that is detected to have an adverse reaction to the software version, in view of the health data; and

storing the conditional risk in memory, wherein the conditional risk that is associated with the at least one of the attributes that is detected to have the adverse reaction to the software version, the at least one of the attributes, and the software version are transmitted to a client for the client to determine whether to upgrade to the software version.