Systems and methods described herein include receiving an indication that an application on a user device has been launched; determining subscription information associated with the user device or a provider of the application, wherein the subscription information includes an indication of one or more recommended network slices to use for traffic associated with the application; and initiating a data session with the user device for sending and receiving the traffic associated with the application via a recommended network slice of the one or more recommended network slices.