CONFIDENTIAL & PROPRIETARY

The 2025 Strategy:
Universal Health Intelligence

A comprehensive strategic analysis of India's first AI-Powered Universal Health Score and Ecosystem Platform. Engineered by Lattice Computing to democratize precision healthcare for 1.44 billion citizens.

18

Integrated Health Modules

1.44B

Citizens Addressed

₹1,520

Crore Yr 3 Revenue Target

10M

Target Users by Year 2

The Prana MSR Ecosystem

Prana MSR Health is not merely a health application. It is an ecosystem of 18 deeply interoperating modules, each solving a specific healthcare problem domain while contributing to the shared intelligence of the central health data pool.

These modules span clinical AI, genomics, drug intelligence, dental analytics, wearable IoT, blood and organ coordination, cancer prediction, spatial health mapping, benchmark scoring, and capital planning.

  • Genomics & Diagnostics: BGI integration for genetic disease risk and precision diagnostics.
  • Wearables & Vitals: Real-time IoT ingestion from the Prana Smart Ring.
  • MedAI & Cancer AI: Point-of-care clinical decision support and early-stage cancer detection models.
  • Public Health: GeoHealth Karnataka spatial analytics and GlobeBlood/GlobeOrgan networks.
Prana MSR Ecosystem of 18 Modules

India's CIBIL for Health:
The Prana Health Score

The Prana Health Score (PHS) aspires to do for health what CIBIL did for finance: create a standardized, portable, AI-derived health identity that democratizes access to healthcare, insurance, wellness services, and preventive interventions.

Score Architecture (0-1000)

  • 22% Biometric Vitals: SpO₂, HR, HRV, BP trend, temperature.
  • 20% Biochemical Markers: Lab reports, HbA1c, lipid panels.
  • 20% Lifestyle Factors: Activity, sleep quality, nutrition, habits.
  • 18% Genomic Risk: Polygenic risk scores via BGI Diagnostics.
  • 10% Oral Health & 10% Mental Health.
Prana Health Score Visualization

The Super-App Health Bridge

Health decisions are not made in hospitals. They are made in the kitchen, at the dining table, in the pharmacy aisle, and in the online shopping cart. By embedding Prana's intelligence at these touchpoints, we convert every transaction into a health intervention.

  • Zomato & Swiggy Integration: The Health Bridge API sends an anonymized 'Health Context' token to re-rank food recommendations based on the user's dietary needs (e.g., suggesting low-GI meals for diabetics).
  • Blinkit Smart Grocery: Automatically curates health-aligned staples and supplements tailored to the user's Prana Health Profile.
  • Amazon Medicine Gateway: Validates prescriptions, checks for drug interactions, and identifies low-cost bioequivalent generics at checkout.
Prana Super-App Health Bridge Architecture

Privacy-First Architecture

Prana MSR inverts the traditional data model. Each patient owns their data and grants Prana—and any third-party partner—specific, revocable, time-limited cryptographic access tokens.

Zero-Knowledge Computing

The Health Score computation occurs in a Trusted Execution Environment (TEE). Data is encrypted at rest (AES-256) and never visible in raw form to engineers.

ABDM & DPDPA Compliant

Built on the Ayushman Bharat Digital Mission consent architecture. Fully compliant with India's Digital Personal Data Protection Act 2023.

Blockchain Audit Trail

Every data access event—who accessed what, when, for what purpose—is logged on a private blockchain visible only to the patient.

The Global Expansion Blueprint

By 2035, Prana MSR's strategic vision is to be the health data infrastructure layer for 500 million individuals across 15 countries.

Phase 1: Diaspora Bridge

Targeting the 32 million strong Indian diaspora in UAE, USA, UK, and GCC, offering cross-border family health coordination.

Phase 2: South East Asia

Expansion into Bangladesh, Sri Lanka, Indonesia, and Vietnam through local regulatory compliance and the BGI Genomics partnership.

Phase 3: Universal Passport

Establishing the Prana Health Score as a universal health passport recognized by employers, insurers, and border authorities worldwide.

ECOSYSTEM INTEGRATION

Zomato & Swiggy:
Personalised Meal Intelligence

When a Prana-consented user opens Zomato or Swiggy, the app's recommendation algorithm is silently enriched by a Health Context Token — a structured, privacy-preserved signal that communicates health-relevant dietary parameters without sharing raw medical data.

How It Works — Real-Time Example

A diabetic patient with a PHS of 480 (Prana Bronze) orders dinner at 8 PM. Prana's API sends: {dietary_flags: [low_GI, low_sat_fat], caloric_target: 650kcal, avoid: [refined_sugar, white_rice]}. Zomato re-ranks its feed to surface grilled protein bowls and South Indian tiffin options, while de-emphasising biryani and dessert-heavy restaurants.

  • Prana Meal Score (PMS): Each dish receives a 1–10 health compatibility rating specific to the user's profile, displayed as a badge beside the dish image.
  • Smart Ring Feedback Loop: If the Prana Smart Ring detected elevated post-meal glucose last night, tonight's recommendations are adjusted more conservatively.
  • Restaurant Certification: Restaurants displaying the 'Prana Approved' badge must meet nutritional labelling standards — creating a B2B revenue stream of ₹10,000–₹50,000 annually per restaurant.
  • Revenue Model: Per-recommendation API call fee (₹0.05–₹0.20) + restaurant certification + data insights licensing to Zomato/Swiggy.
Prana Health Bridge — Zomato & Swiggy Integration Flow
GROCERY INTELLIGENCE

Blinkit: Smart Grocery Planning

The Blinkit integration extends health intelligence from restaurant meals to weekly grocery planning. When a Prana user opens Blinkit, the Health Bridge generates a personalised Smart Grocery List — curated staples, snacks, and supplements tailored to their Prana Health Profile.

🩺

Hypertensive Patient

Highlights low-sodium options, potassium-rich produce, and flaxseed in the shopping feed.

🤰

Postpartum Mother

Surfaces iron-rich foods, calcium supplements, and folate-enriched cereals automatically.

👶

Child with Anaemia

Recommends iron-fortified cereals and leafy greens. Addresses India's 67.1% childhood anaemia burden passively.

🧬

FSSAI Compliant

All recommendations aligned with ICMR's Nutrient Requirements for Indians (2020) and FSSAI's Eat Right India initiative.

PHARMA INTELLIGENCE

Amazon & 3rd-Party Pharma:
Medicine Validation Gateway

Amazon India's medicine category generated ₹4,200 Cr in FY2024. Prana MSR's Drug Intelligence module solves every friction point in online medicine purchasing — making it medically safe, legally compliant, and personalised.

  • Prescription Validation: When a user selects a medicine on Amazon, PharmEasy, or Tata 1mg, the Prana Drug Gateway API validates the prescription against the prescribing doctor's ABDM digital signature.
  • Drug Interaction Check: Cross-references the order against the patient's complete medication profile, flagging contraindications and therapeutic duplications.
  • Generic Substitution: Identifies bioequivalent Jan Aushadhi generics at 60–80% lower cost, saving patients thousands per year.
  • Auto-Reminder & Refill: After delivery, Prana's MedAI creates a personalised medicine reminder schedule and sends Amazon refill prompts 5 days before the patient runs out.
  • Revenue: Per-validation transaction fee of ₹8–₹15 per order across all partner platforms.
Prana Drug Gateway — Amazon & Pharma Home Delivery Validation Flow
DIAGNOSTICS INTEGRATION

Home Sample Collection &
Diagnostic Centre API Hub

Prana MSR integrates with India's leading diagnostic chains — SRL Diagnostics, Thyrocare, Dr. Lal PathLabs, and Metropolis — to create a seamless home-to-insight diagnostic pipeline. Lab results automatically flow into the patient's Prana Health Profile via HL7 FHIR APIs, eliminating manual uploads forever.

  • Step 1 — Book: Patient books a lab test via the Prana App with one tap. Chooses from partner lab catalogues.
  • Step 2 — Collect: A certified phlebotomist arrives at the patient's doorstep with a barcode-linked collection kit.
  • Step 3 — Process: Sample transported securely to the partner lab. Chain-of-custody digitally tracked.
  • Step 4 — Auto-Sync: Lab processes the sample and results auto-sync to the Prana Health Profile via FHIR API — no manual upload required.
  • Step 5 — AI Analysis: Prana's AI engine interprets the results, identifies trends against longitudinal data, and updates the Prana Health Score.
  • Step 6 — Dr. Prana: The AI assistant provides a personalised plain-language interpretation in the patient's regional language.
Prana Home Sample Collection & Diagnostic Lab Integration Workflow
DATA ARCHITECTURE

Centralised Data Sync:
The Prana API Gateway

The Prana API Gateway is the consent-governed nerve centre through which every ecosystem partner — hospitals, diagnostic labs, pharmacies, wearables, insurers, and government health systems — exchanges data using the HL7 FHIR R4 interoperability standard. Every data flow is bi-directional, encrypted (TLS 1.3), and governed by the patient's cryptographic consent token.

Why External Partners Use Prana's API

  • Diagnostic Centres: Auto-push lab results to patient profiles; reduce report delivery time from 48h to instant.
  • Hospitals (Apollo, Narayana): Access AI-summarised patient histories at the point of care; reduce diagnostic duplication by 40%.
  • Pharmacies (MedPlus, Apollo): Validate prescriptions and check interactions before dispensing.
  • Insurance Companies: Query consented Prana Health Scores for underwriting at ₹15–₹50 per query.
  • Government (ABDM): ABHA-integrated, ABDM-certified Health Locker compliant; 540M registered accounts as onboarding funnel.
Prana Centralised API Gateway — Data Synchronisation Hub
MARKETING STRATEGY

Omnichannel Community &
Social Media Marketing

To acquire 10 million users by Year 2, Prana MSR employs a highly targeted, content-driven social marketing strategy that builds trust, educates patients, and drives daily app engagement across four distinct channels.

  • Facebook (Trust & Community): Targeting 35+ demographics and families with live Q&A sessions featuring medical experts, verified health trend discussions, and condition-specific support groups (e.g., 'Prana Diabetes Reversal Community').
  • Instagram (Visual Wellness): Engaging Gen-Z and Millennials (18-35) through visually appealing healthy meal photography, fast-paced exercise Reels, and lifestyle wellness inspiration that integrates the Prana Smart Ring.
  • YouTube (Educational Authority): Building thought leadership via long-form health documentaries, deep-dive expert panels, and 'Health Masterclasses' that explain the science behind the Prana Health Score.
  • WhatsApp (Direct Coaching): High-conversion, intimate channel offering one-on-one messaging with health coaches, direct appointment alerts, and opted-in daily health nudges.
Prana Social Media & Content Marketing Strategy
FINANCIAL PROJECTIONS

The ₹1,520 Cr
Revenue Architecture (Yr 3)

Prana MSR's financial strength lies in its diversified, interlocking revenue streams. By monetizing both B2C consumer health and B2B infrastructure APIs, the platform achieves robust unit economics and rapid path to profitability.

The 8 Core Revenue Streams

  • Premium Subscriptions (₹480 Cr): Prana Silver, Gold, and Platinum tiers offering advanced MedAI access and deeper genomics.
  • Insurance API Licensing (₹220 Cr): Underwriting data access fees paid by insurers for verified health scores.
  • Government B2G Contracts (₹200 Cr): Licensing GeoHealth and Epidemic Simulator to state governments.
  • MedPro SaaS (₹180 Cr): Subscriptions paid by doctors and clinics for AI-assisted diagnostic tools.
  • Smart Ring Hardware (₹150 Cr): Direct-to-consumer hardware sales.
  • Pharma Research Data (₹120 Cr): Fully anonymised, consented, aggregate longitudinal data sold to pharma R&D.
  • Consumer Platform APIs (₹95 Cr): Zomato/Swiggy integration fees.
  • Smart CAPEX Advisory (₹75 Cr): Consulting revenue for hospital infrastructure planning.
Prana 8-Stream Revenue Architecture Model
STRATEGIC ALLIANCES

The 5-Tier
Partnership Ecosystem

No single entity can solve systemic healthcare challenges. Prana MSR acts as the orchestration layer, aligning the incentives of technology providers, clinical institutions, governments, and consumer platforms.

  • Tier 1: Technology & Data Core - Google Cloud (AI compute), BGI Genomics (DNA sequencing), ABDM/NHA (Identity infrastructure).
  • Tier 2: Clinical & Diagnostic - Apollo Hospitals, AIIMS, SRL Diagnostics, Thyrocare (Providing the physical care and testing network).
  • Tier 3: Consumer Platforms - Zomato, Swiggy, Amazon, Blinkit (The lifestyle integration layer).
  • Tier 4: Government & Regulatory - MoHFW, Karnataka SDHM, IRDAI (Ensuring compliance and public health alignment).
  • Tier 5: Global Research - WHO-SEARO, Wellcome Trust, Global Pharma R&D (Leveraging longitudinal data for global health breakthroughs).
Prana 5-Tier Partnership Ecosystem Strategy