Systems and methods are disclosed for provisioning software in computing networks. For example, methods may include invoking one or more discovery probes; retrieving software usage data based at least on the one or more discovery probes; determining software usage predictions based on the software usage data; allocating, based on the software usage predictions, per user software entitlements and per device software entitlements to obtain an allocation of software entitlements; and invoking installation or uninstallation of software responsive to the allocation of software entitlements.