EON Intelligence: Healthcare Data for Emerging Markets

EON INTELLIGENCE

Medicine's most valuable data hasn't been collected — yet.

EON collects it as a byproduct of caring for the world's 4.5 billion frontline workers — the populations modern health AI has never seen.

16,500+

Managed lives today

700%

Revenue growth, YoY

600K+

Government touchpoints

RAISING $1M · CONVERTIBLE NOTE · BRIDGE TO SERIES A

THE THESIS

02

Modern medical AI learned from the world's wealthiest 1.2 billion. The other 4.5 billion remain invisible — undiagnosed, unrecorded, unpriced.

Whoever builds the health-data layer for these populations will quietly define the next decade of global medicine. That is the company we are building.

THE PROBLEM

The Data Exclusion Gap

70% of the emerging market workforce generates 0% structured digital health records

Global healthcare AI trained exclusively on affluent Western hospital data — the blue-collar world is entirely absent

Heavy industry operators face strict legal mandates (Factories Act) but rely on paper-bound, unverifiable manual reporting

No compliant path to legally acquire diverse real-world data from these populations

The Commercial Opportunity Blocked

AI Labs & LLM Builders

Starved for diverse multilingual real-world clinical data. No compliant source exists.

Global Pharma

Need emerging-market RWD for trials. Data privacy frameworks create legal walls.

Insurance Underwriters

Cannot price risk for 4.5B unrecorded lives. Actuarial blind spot worth trillions.

4.5 BILLION workers with zero healthcare data footprint

THE SOLUTION

The EON HaaS Stack — Five Interlocking Layers.

Each layer captures more data value than the one beneath it — care at the base, high-margin intelligence at the apex.

5

HEALTH INTELLIGENCE LAYER

Medical LLM training datasets · clinical co-pilots · actuarial risk APIs

85%+ GROSS MARGIN

4

DATA GOVERNANCE & COMPLIANCE

Cryptographic de-identification · DPDP & HIPAA-compliant permission routing

3

SERVICES MARKETPLACE

Pharmacy delivery · diagnostics · micro-insurance · two-sided transaction engine

2

ENTERPRISE ASSISTED TELEHEALTH

Smart Clinics inside industrial facilities · 600K+ government-backed CSC nodes

1

CORE HaaS DIGITAL INFRASTRUCTURE

Digital Health Wallet (lifetime medical passport) · Physician EHR Console

THE SOLUTION

We deliver care at scale — and turn every visit into AI-grade intelligence.

WE DELIVER CARE

600K+ government touchpoints

12 industrial smart clinics

600+ partner clinics

24×7 teleconsultation engine

WE CAPTURE DATA

Structured EHR at every visit

Multilingual voice + clinical notes

Vitals, diagnostics, prescriptions

Occupational & workforce records

WE PRODUCTIZE INTELLIGENCE

AI risk-scoring APIs

Insurance underwriting datasets

Workforce health dashboards

Public-health surveillance

THE MODEL

Care funds the data. Data funds cheaper care.

THE 'RETAIL' FOOTPRINT

The Care Engine

Physical clinics + 600K government nodes

Compliance spend mandated by the Factories Act

Customer-acquisition cost → effectively zero

MORE CARE

BETTER DATA

↓ CAC

↑ MARGIN

COMPOUNDING

MOAT

THE 'AWS' LAYER

The Intelligence Engine

Permission-based, de-identified data streams

Recurring subscriptions to AI, pharma, insurers

85%+ gross margin · zero marginal cost

The loop tightens with scale. Every life we serve lowers acquisition cost and widens the dataset — compounding margin without compounding spend.

PROPRIETARY DATASET

What We Capture

Teleconsultation Recordings

Video + audio, doctor notes, patient history — multilingual

Diagnostics & Lab Reports

Blood work, ECG, vitals tied to patient EHR

Prescriptions & Outcomes

Drug prescribed, dosage, follow-up adherence data

Occupational Health Records

Pre-employment fitness, periodic checks for 45M+ workers

Geospatial Health Signals

Rural district-level disease prevalence, outbreak patterns

Languages Captured

+12 more regional

Multilingual clinical data — a capability no Western AI dataset has

AI Use Cases Enabled

LLM & diagnostic AI training data

Clinical copilot development

Medical transcription models

Health risk prediction

Insurance underwriting AI

Epidemic early warning systems

ZERO-COST DATA GENERATION

TRACTION

Proven at scale, not concept.

25,000+

Monthly Lives Impacted

600+

Healthcare Partner Clinics

12

Enterprise Smart Clinics

8,000+

Corporate Employee Checks/Month

250%

Revenue Growth FY24→25

Revenue Trajectory

Revenue (₹)

FY23

FY24

FY25

Key Milestones

MOU signed with MeitY / Digital India

Presented to Minister Nitin Gadkari (MoRTH)

TATA Steel & INOX GFL live clinics

Police Department health programme

CII, AITWA, TATA AIG strategic tie-ups

600+ franchise partners across Tier 2/3 India

DEFENSIBILITY

4 Structural Moats Nobody Can Replicate.

01

Legal Compliance Lock-In

Workforce health checks are mandated by the Factories Act. Industrial revenue is non-discretionary, legally embedded, and recession-proof.

02

High-Switching-Cost Physical Footprint

Smart clinics physically integrated inside TATA Steel, Aditya Birla, GFL. Replacing us requires facility access, re-certification, staff retraining, and regulatory re-filing.

03

Regulatory Privacy Shield

Programmatic Data Governance Layer auto-manages de-identification and DPDP/HIPAA-compliant permission routing. We generate clean data as a byproduct.

04

Zero-Cost Data Advantage

AI startups spend millions purchasing clinical training data. Our data is generated as a zero-cost byproduct of profitable enterprise compliance contracts.

THE PRIZE

The emerging-market equivalent of healthcare's most valuable data companies.

TEMPUS AI

$6B+

Clinical AI & genomic data

NASDAQ: TEM

FLATIRON

$1.9B

Real-world cancer EHR · Roche

ACQUIRED BY ROCHE

KOMODO

$3.3B

Claims + pharmacy data map

PRIVATE

OWKIN

$1B+

Federated AI on hospital data

SERIES B

Each built a fortune on proprietary clinical data in the West. EON owns the only proprietary rural + industrial dataset in the emerging world.

THE GCC OPPORTUNITY

Built for Vision 2030 — and the Kingdom's millions of frontline workers.

The model proven across India maps directly onto the Gulf's giga-projects and migrant workforce — the largest concentration of uncaptured industrial health data on earth.

🇸🇦 SAUDI ARABIA

NEOM & GIGA-PROJECTS

A vast construction and industrial workforce whose health data is uncaptured — in direct alignment with Vision 2030's health and AI agenda.

VISION 2030

🇦🇪 UNITED ARAB EMIRATES

3.5M MIGRANT WORKERS

Industrial & offshore healthcare, anchored to the National AI Strategy 2031.

AI STRATEGY 2031

🇶🇦 QATAR & OMAN

2.9M+ WORKERS

Post-World Cup infrastructure and port-industrial clusters across the Gulf.

GULF EXPANSION

Dubai as springboard. Our Chairman has advised the Saudi health-insurance regulator — relationships and credibility already in the region.

THE TEAM

Operators who have already built this — not consultants.

KH

Khurram Hamid

CHAIRMAN

Former Pfizer Chief Digital Officer · GSK Global Digital · Accenture MD. Advisor to the Saudi health-insurance regulator.

HP

Harshvardhan Pandey

CO-FOUNDER & CEO

Built EON from zero to enterprise revenue. Embedded smart clinics inside TATA, Birla & GFL.

RM

Rama Raman Mishra

CO-FOUNDER & CMO

Government relations & expansion. Secured the landmark MeitY MOU → 600K CSC access.

RG

Rohit Gupta

CTO

Full-stack systems & data architecture. Built the telehealth platform, Digital Health Wallet & data pipeline.

Backed by advisors across capital structuring, cross-border governance, law (DPDP) and central-government relations.

THE ASK

$1,000,000 Convertible Note — a bridge to Series A.

Deployed to convert today's proof into tomorrow's recurring intelligence revenue.

$1M

USE OF FUNDS

50% — Scale & Eng

20% — Automation

15% — GCC Expansion

15% — Capital & Certs

50%

HaaS Scale & Wallet Engineering

Upgrade the digital wallet to handle 10× transaction volume.

20%

DSaaS Automation

Standardize the data pipeline into plug-and-play subscriptions.

15%

GCC Expansion

Dubai HQ + Gulf pilots across the migrant & construction workforce.

15%

Working Capital & Certifications

ISO 27001 + HIPAA — unlocking global pharma data lines.

EON INTELLIGENCE

EON INTELLIGENCE

The data infrastructure for the next 4.5 billion patients doesn't exist yet. We're building it.

$1M

Convertible note

700%

YoY growth

16.5K

Managed lives

600K+

Govt nodes

CONTACT

Harshvardhan Pandey

Co-Founder & CEO

harshvardhan@eonmed.in · eonmed.in