Distribution access channels among and across multiple communication networks can be managed. A distribution access management component (DAMC) can monitor communication conditions of communication channels across multiple communication networks employing respective communication technologies. During a data session between a data source device and communication device via a first communication channel associated with a first communication network, and in response to determining a failure of the first communication channel, DAMC can determine whether data traffic of the data session is to be re-routed from the first communication channel to a second communication channel associated with a second communication network based on a policy. If the policy indicates re-routing can be performed, DAMC can facilitate establishing the second communication channel, and data traffic of the data session can be re-routed via the second communication channel until the failure of the first communication channel is remedied.