Critical radio resources can be intelligently and dynamically managed across traditional consumer mobility and Internet of things (IoT) services in an end-to-end manner. A selective offloading scheme based on monitored traffic dynamics can be utilized to ensure that IoT traffic is steered, on-demand, to a customized and/or dedicated core network slice, thereby enhancing consumer and IoT services experience. In one example, within the IoT domain, traffic can be steered to the customized and/or dedicated core network slice based on various factors, for example, device category and/or congestion per radio carrier, to minimize service disruptions and deliver superior mobility network functionality and/or end-user experience.