Good morning, Dr. Rao.
Every health system offers a different map. FIELD shows how the maps connect — and which direction to take. Your caseload, read through every clinical lens and reconciled into one prioritised Direction per client.
| Client | Vitality | Trend | Current FIELD Direction | Phase | Conf. |
|---|---|---|---|---|---|
SM Sarah M.Chronic fatigue · wk 3 |
61 | __SPARK_SARAH__ | Restore mitochondrial & cellular voltage | RECODE | |
MT Michael T.Chronic pain · wk 6 |
74 | __SPARK_MICHAEL__ | Rebuild connective-tissue terrain | RESTORE | |
JL Jennifer L.Anxiety · wk 2 |
48 | __SPARK_JEN__ | Resolve HPA leak & autonomic load | DECODE | |
RB Robert B.Longevity · wk 11 |
82 | __SPARK_ROB__ | Extend healthspan — senescence clearance | RESTORE | |
PN Priya N.Metabolic · wk 1 |
57 | __SPARK_PRIYA__ | Restore metabolic flexibility | RECODE |
Directions with cross-lens agreement ≥ 4 lenses are delivering measured Vitality gain 2.3× more reliably than single-lens directions. The Twin is weighting them up.
Sarah M. — the whole person, at a glance
Four questions, fast: how am I doing, what's changing, what are the priorities, what next. A synthesis of every lens — not a screen of eighty findings.
Restore mitochondrial & cellular voltage
Six evidence domains converge on impaired energy production. Next 30 days: NAD+ & IV-C, LightBed 10 Hz, Lung/Kidney protocol, protein-forward meals, stabilise sleep timing. Measure: phase angle, HRV, afternoon energy, mito sub-score.
The four consumer pillars & Vitality Score are shown exactly as they appear in Sarah's GEM app — preserving comparability. Clinical pillars layer on top (see Lenses).
Constitution · Condition · Direction
BWS showed Condition only, as a flat list. FIELD reads Condition against Constitution — is this variant actually being expressed? is this deficiency baseline or a new drift? — and resolves the gap into Direction.
Constitution
Condition
Direction
Sarah carries a variant associated with reduced methylation efficiency (Constitution). FIELD does not output "you have an MTHFR problem." It checks whether present biomarkers and phenotype actually express that risk right now — homocysteine 11 and low-normal ferritin say yes (Condition) — and only then sets a methylation-support Direction with a measure (homocysteine) and a reassessment date (30 days).
The same person, through every medicine
Physics-first is the common coordinate system; each lens is a different clinician's map drawn onto it. Every lens renders in its own clinical language, declares its physics-first projection, and contributes weighted evidence upward. No lens is decorative.
Constitution
Genes & Epigenetics
Energetic BWS core
Traditional Chinese Medicine
Functional Medicine
Nutrition & Metabolism
Longevity & Reverse Ageing
Mind-Body & Emotional
Environment & Exposures
Structure, Movement & Performance
Labs & Diagnostics
A lens that can't render in its own language, declare a projection, and contribute weighted evidence does not ship.
ED1–16. Organ-system vitality & energetic output. Low Driver = low charge available to that system.
EI1–16. Meridian & information-flow pathways — map closely to the 12 TCM meridians.
Areas of the body that harbour & generate microbial load — viral, bacterial, fungal. Correcting a Terrain corrects the underlying tissue environment so the load can resolve.
Terrains flagged here (ET2/ET5/ET11) indicate viral, fungal and bacterial terrain load — the microbial environment, not the microbe itself. The Direction Engine routes them to Resistance and pairs them with the Functional immune lens for corroboration.
A functional practitioner sees root-cause systems; a TCM practitioner sees Qi, Blood & meridians; a longevity practitioner sees hallmarks of ageing; an energetic practitioner sees Drivers & Integrators — and FIELD shows how those maps are the same terrain expressed in Voltage, Resistance, Information and Coherence. Each keeps their own screen; FIELD shows the physics-first shadow so the maps can be scored on one instrument and fed to the Direction Engine.
Where the maps converge into one direction
The engine doesn't present parallel lens verdicts. It expresses every finding in the shared primitives, finds where the lenses agree, and ranks a small number of testable Directions. Cross-Lens Agreement is the term competitors can't compute.
Each Direction is a prediction. The Bioelectric Twin records the expected change; the next scan/labs record what actually happened; the engine tightens.
Restore mitochondrial & cellular voltage
Clear Lung & immune terrain
The Healing Equation — how a Direction is executed
Vitality says where the person is; Healing says which way to move. Healing = maximise Voltage × minimise Resistance × plug Energy Leaks × optimise Signal — delivered as the tracked DECODE → RECODE → RESTORE sequence.
Minimise Resistance
Plug Energy Leaks
Maximise Voltage
Optimise Signal
Transition gates are measurable: HPA improvement, Vitality uptrend, HRV shift to parasympathetic, and Vmem approaching −70 mV before stem-cell RESTORE. The 7-Day Intensive is a schedulable template.
Plan & device hub
Directions become a plan: protocol, nutrition, supplements, biosignatures, devices, lifestyle, tests, follow-up. Prescriptions flow to the client's GEM app via the Treat API; adherence is tracked automatically.
GEM Wearable
miHealth
LightBed
Clear the noise
Days 1–3 · completeRestore the signal
Days 3–5 · activeRebuild the hardware
Days 5–7 · gated"Lung-meridian window opens 3–5am — schedule the Lung biosignature for overnight delivery via GEM Protect." Time-of-day awareness built into the plan.
The model beneath the Direction Engine
The Twin predicts how a chosen Direction will change the person's state, then measures whether reality matched. Internal instrumentation in V1 — humans approve every Direction; client-facing exposure is gated on the Month-9 accuracy review.
- A patient-specific causal model predicting Vitality / pillar / biomarker deltas with confidence intervals
- The response-learning loop under every Direction card
- Internal instrumentation in V1
- The Recommendation Engine (that selects Infoceuticals; the Twin predicts how a chosen protocol performs)
- A diagnostic (the scan + lenses produce diagnostics; the Twin operates on them)
- Autonomous — humans approve every Direction
closed since intake
Bio-age 54 → 51 · target chron 42. FaceAge (display-only) 51 → 49. Epigenetic clock upload pending from partner lab.
Predicted-vs-measured delta accuracy climbing toward the Month-9 review gate that unlocks predictive Directions.
The practitioner surface is the richest training data in the company: multi-modal scan + continuous wearable + labs + treatment outcome, per client, over time — the paired dataset no competitor can replicate. Legacy BWS history imports as display-only continuity; the Twin trains on prospective paired data.