Illustrative scenario · Longevity clinics
Reviewing metabolic trajectories across a member cohort
A clinic offers a 12-week metabolic program combining CGM, nutrition coaching and training plans.
Challenge
The scenario's data and workflow challenges
- Coaches saw CGM data member by member, with no way to compare responses.
- The clinic could not show partners how the program performed across members.
Data sources
Data sources in the illustrative workflow
- Continuous glucose monitors
- Nutrition and training check-ins
- Baseline and week-12 labs
Approach
The proposed collection and integration approach
CGM + check-ins
CGM data aligned with meal and training check-ins on one timeline.
Coach queue
Coaches saw which members needed attention this week.
Cohort report
At week 12, the clinic received an aggregated, consented cohort summary.
Workflow
- Baseline labs
- CGM fitted
- Daily data
- Coach review
- Week-12 labs
- Cohort report
Outputs
Illustrative outputs for each team
- Member
- Glucose patterns linked to their own routines
- Coach
- Weekly prioritized list
- Clinic leader
- Aggregated program summary
Outcomes
Results, once confirmed
We only publish measured outcomes that have been confirmed and approved.
- Outcomes are reviewed with the program and published only after confirmation.
- Completion tracked for review
More scenarios
Related scenarios
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