Network tools for analysis, design, testing, and production of services

A method, comprising:

• receiving information identifying a first Internet data service of two or more Internet data services accessible to a user of an end-user mobile device via a wireless network;
• generating instructions based on the information, to instruct the end-user mobile device to generate a first measure of the first Internet data service and to report the first measure to a first network-attached server, the first measure expressing data usage only for the first Internet data service of the two or more Internet data services;
• providing the instructions to the end-user mobile device;
• receiving the first measure;
• determining whether the first measure is consistent with a second measure of the first Internet data service, the second measure generated independently from generation by the end-user mobile device of the first measure;
• downloading a device agent to the end-user mobile device, the device agent adapted to cause the end-user mobile device to generate the first measure, the device agent having one or more characteristics distinguishing the device agent from a previous version of the device agent;
• and
• receiving, at the first network-attached server or at a second network-attached server, a report from the device agent, the report providing information about a scan of the end-user mobile device performed by the device agent.