Patent Document ID: 20180108272
Application ID: 15588414
Patent Flag: 0

Claim One:
1. A system capable of using artificial intelligence to provide health coaching based on breath ketone levels of users, the system comprising; a plurality of breath analysis devices, each breath analysis device comprising a ketone sensor capable of measuring ketone levels in breath samples of users to generate ketone measurements of the users, the ketone measurements reflective of effectiveness levels of current health programs assigned to the users, each breath analysis device comprising a wireless transceiver capable of wirelessly transmitting the ketone measurements of the users; and a computing system that hosts an automated health coaching system, the automated health coaching system configured to use a machine learning process to classify the users based, at least partly, on profiles of the users, including the ketone measurements of the users, the automated health coaching system further configured to use at least the classifications to select health program modifications, including diet modifications, for particular users, the computing system comprising one or more physical servers.