Personalization is built from inputs. Here are the ones that matter most.
Clinical inputs
History, current medications, symptoms, family history, and laboratory findings form the clinical foundation.
Practical inputs
Travel patterns, work demands, caregiving, cooking habits, and training history determine whether a plan is realistic.
Response inputs
Follow-up testing and how you actually feel drive revisions. A plan that never changes is not personalized.
- Clinical, practical, and response data all shape the plan.
- Revision over time is a feature, not a failure.



