1. A computer-implemented method comprising: receiving, by a data service, live data associated with a customer of the data service; routing the live data to a dual-queue system assigned to the customer; loading the live data into a live data queue of the dual-queue system for processing of the live data, wherein processing includes generating summary statistics from the live data; and transmitting an alert to the customer in response to detecting the occurrence of one or more alert events.