Our Methodology
Six evidence areas. One clearer picture.
Praneya combines lab context, authorised platform records, logging history, and lifestyle actions. Each area contributes a different part of your heart health baseline, keeping the experience focused on completeness, weekly actions, and clinician preparation.
- 01.
Lab Pattern Context
Praneya organises blood-report values so users can see what is present, what is missing, and what they may want to bring to a future health conversation.
Citation
Evidence category: published heart health and laboratory-reference literature.
What this means for you: Your labs become part of a structured wellness baseline, with interpretation left to your clinician.
- 02.
Platform Health Records
Praneya keeps available platform health records organised alongside your baseline without characterising what physiological values mean.
Citation
Evidence category: platform health-store provenance and everyday wellness literature.
What this means for you: Action counts can support a weekly focus; physiological values remain records for you and your clinician.
- 03.
Logs and Completeness
Praneya counts completed logs and keeps each entry with its source and date. Fast-loop views do not interpret the physiological state.
Citation
Evidence category: validated logging practices and everyday wellness behaviour.
What this means for you: Logging consistency can support a weekly action without turning a value into a verdict.
- 04.
Uploaded Reports
When users upload reports or clinician notes, Praneya can keep those records organised for a clinician-ready summary while leaving interpretation to the clinician.
Citation
Evidence category: clinician-documentation and care-preparation workflows.
What this means for you: Your records stay accessible for future health conversations, with interpretation left to your clinician.
- 05.
Wellness Levers
The Core experience focuses on the levers a person can track and discuss: movement, sleep, stress patterns, follow-through, and appointment preparation.
Citation
Evidence category: public-health, behaviour-change, and heart health wellness literature.
What this means for you: Your weekly actions point back to changeable wellness patterns rather than clinical thresholds.
- 06.
Your Own Baseline
Rather than relying on false precision, Praneya uses section completion, freshness, and action history to show a practical wellness baseline.
Citation
Evidence category: longitudinal wellness tracking and self-comparison.
What this means for you: Progress is framed as direction and readiness, not a guarantee that everything is fine.
How the six areas combine
No single signal captures the full picture. Praneya combines your available inputs, weights them by completeness and relevance, and resolves them into one wellness baseline with the contributing areas shown alongside.
01 · Your data
Profile & goals
The context and wellness goals you choose to add
Uploaded reports
Lab values kept with their report source and date
Health store records
Available Apple Health or Health Connect records
02 · Six evidence areas
Report organisation
What is present and what is missing
Record provenance
Source and date stay visible
Baseline readiness
Starting, building, or more complete
Clinician-ready summary
Prepared for future health conversations
Weekly actions
One small action at a time
Action history
Counts and follow-through
03 · Your baseline and summary
One baseline, with readiness visible.
You see what is ready, what is building, and which information could make the clinician-ready summary more complete.
Weighting is deterministic: it depends on which inputs you have provided and how complete each area is. Two people with the same labs and different habits can see different wellness baselines.
Core methodology keeps your baseline grounded in what is present: section completeness, source, freshness, uploaded context, and action history. It does not turn fast-loop physiological values into verdicts.
Important: Praneya provides wellness context only. It is not medical advice. If any result concerns you, or if your clinician has flagged a result, consult your healthcare provider first before acting on any wellness information.