Illustrative scenario · Longevity clinics
Maintaining a longitudinal health record between quarterly visits
A preventive-health clinic runs deep assessments every quarter: labs, imaging, body composition and a physician review. Between visits, members follow a protocol on sleep, training and nutrition.
Challenge
The scenario's data and workflow challenges
- Physicians rebuilt each member's quarter from memory at every visit.
- Members could not see whether the protocol was working, and renewal conversations relied on anecdote.
- Wearable data lived in separate consumer apps that nobody reviewed.
Data sources
Data sources in the illustrative workflow
- Wearables (sleep, HRV, activity)
- Quarterly labs and biomarkers
- Structured check-ins
- Clinic assessment records
Approach
The proposed collection and integration approach
Branded app
Members joined a clinic-branded app and connected the wearables they already own.
Short check-ins
Weekly two-minute check-ins on sleep quality, energy and adherence.
Visit prep
Before each visit, the physician received a trajectory summary for the quarter.
Program view
Clinic leaders reviewed engagement and trends across all members.
Workflow
- Assessment
- Protocol set
- Daily wearable data
- Weekly check-ins
- Trajectory summary
- Next visit
Outputs
Illustrative outputs for each team
- Member
- Personal trends and a What Works for Me view
- Physician
- Pre-visit trajectory summary with flagged changes
- Clinic leader
- Engagement and renewal-risk view across members
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.
- Renewal and engagement tracked for review
- Visit preparation time tracked for review
More scenarios
Related scenarios
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