Implementing network constraint exceptions on a per device basis is disclosed. A network manager determines that a subscriber device associated with a subscriber network is to be granted an exception to a network constraint of the subscriber network. An aggregation device that is coupled to a set of subscriber networks including the subscriber network is sent aggregation device instructions to grant the exception to packets associated with the subscriber device that flow through the aggregation device. A network gateway device that serves as a network gateway for the subscriber network is sent gateway device instructions to associate packets associated with the subscriber device with information for identifying the packets as being associated with the subscriber device.