Abstract: The invention is a process for integrating the science of chronic disease reversal with individual health and psychosocial data to generate personalized treatment plans to reverse a user's chronic condition(s). The user is an individual who has been diagnosed with a chronic disease and the treatment plans are delivered via web and mobile user interfaces. The treatment plans provide daily guidance on strategic behaviors, supplementary information on how those behaviors impact disease, and how progress is measured. In order to optimize clinical effectiveness of the treatment plans, the recommendations are not static but rather dynamic and iterate based on new user data and feedback loops from compliance and disease monitoring. Data for these feedback loops are collected objectively through devices or by self-report through the user interface.