One subscription. Six conditions. Whole household. India gets sick at 6. Healthcare arrives at 40. The dinner table is the missing layer.
The dietary pattern that causes adult disease has been the family's eating pattern for years. A diet chart goes home with one patient. The cook keeps cooking one pot for everyone. The chart fails — not because the clinical advice was wrong, but because nothing in the household changed.
Onset age dropped from 55 to 42
Sodium intake 2–3× WHO recommended
351M with abdominal obesity
South Asian phenotype highly insulin-resistant
Children under five
Couples actively trying
Doctor-led entry. AVOLA-led execution. Conditions, lab reports and pantry contents for every member feed a single household graph, which resolves into one unified, clinically-safe meal plan. As clinical needs evolve, they stay inside the same graph.
Each agent is trained for a specific job. A clinical safety layer sits between every recommendation and the user, enforcing allergen, drug–food and condition contraindications across the whole household. Clinical safety is not inside a prompt — it is a deterministic layer between every agent and the user.
Generates daily meal plans, portioned per family member.
Blocks allergens, drug–food interactions and condition contraindications.
Parses lab reports and prescriptions. Seeds the family graph.
Weekly grocery list, deduplicated across all members.
Age-banded nutrition for child members of the household.
Longitudinal markers and physician-facing reports.
We operationalise internationally-validated dietary protocols rather than inventing our own. The evidence base already exists; what was missing was a mechanism to execute it inside an Indian household.
| Program | Duration | Protocol anchor |
|---|---|---|
| Type 2 Diabetes | 24 weeks | DiRECT |
| Hypertension | 12 weeks | DASH-Sodium |
| PCOS | 16 weeks | DASH-PCOS |
| Adult Metabolic Weight | 16 weeks | ZOE METHOD |
| Pre-conception | 12–16 weeks | ACOG · Cochrane |
| Paediatric Iron | 16 weeks | WHO / ESPGHAN |
AVOLA executes a diagnosis. It never diagnoses or prescribes. The doctor stays in charge throughout.
The doctor diagnoses one of the six conditions and shares the lab report.
Clinical decision: theirsThe family uploads the report. SCOUT parses HbA1c, blood pressure and prescribed medication.
Family graph: builtNYLA generates meal plans. GUARD checks every plan against every member.
One menu. Zero conflictsHERALD generates the weekly list, deduplicated across the household.
Weekly shop: one tapIRIS tracks markers over time and generates the report the doctor receives.
Markers shift. Doctor seesScope: AVOLA is a nutrition execution platform, not a medical device. It sits outside CDSCO certification scope and is DPDP Act 2023 compliant. AVOLA does not diagnose, prescribe, or replace clinical care.
AVOLA treats the household as the unit of care. Every Indian competitor treats one diagnosed individual or one wellness consumer. AVOLA serves six members from one subscription, in one menu.
AVOLA ships nothing physical. The international protocols we replicate were designed for delivery without per-patient devices — which means higher gross margin and no per-patient logistics.
Competitors generate recommendations reactively after weeks of sensor logging — a cold-start problem. AVOLA starts with clinically-defensible protocols immediately. No data debt to pay before the patient sees value.