HIVE · Healthcare Intelligence and Verification Engine

Intelligence to action.
Verification to trust.

Andiran Healthtech builds the proof layer for health systems — verification infrastructure confirming that a named individual received a named service on a named date, producing claims and indicators that withstand audit.

100 million plus NEXELIA records
15 Technology assets
29 Institutional MoUs
4 Registered IPs
100 Engineers & experts
5 Country engagements

Working with India's leading institutions

IIT Bombay · RuDRA LabICMR-NIEICMR-NIRTCMC VelloreAnna UniversityPondicherry UniversityICFOSS KeralaGovt. of Tamil NaduNCISM
The operating thesis

AI is hygiene. Verified action is value.

Predictive capability is commoditised and available to every vendor. What remains scarce is the assurance layer establishing that the recommended action was carried out — on the right person, within the right window, at a cost defensible before a payer, an auditor or a legislature.

Intelligence has become a commodity. What remains scarce is proof — delivering a decision to a named person and confirming that it happened.

The cost of a GPT-3.5-class model fell roughly 280× between November 2022 and October 2024. Open models on Hugging Face passed two million in 2025. Capability is cheap and abundant — a defensible account of delivery is not.

Commoditised layerThe model

Inference is rented and swapped as it improves — no durable advantage is held there.

Owned layerOutcome verification

The engine that confirms a decision reached a real person is the asset that does not commoditise.

The buyerFunded mandates without proof

Institutions holding budgets and authority to act — but no defensible account of delivery.

Competitive frameA governance market, not a model market

Registries, entitlements, claims and indicators that reconcile to a denominator.

The platform

HIVE — one engine. One loop. Four products.

HIVE is the shared decision-intelligence core: continuously improved, never sold commercially. Four product verticals sit on the core and carry cross-learnings between them. Every vertical runs the same loop.

Establish the denominator

Every observation resolved to a unit with a stable identity — people, premises, plots, water bodies.

Assign the action

Evidence and guidelines propose what each individual should receive, and why.

Execute via a named worker

Delivery through an identified frontline worker at the point of care.

Capture proof of execution

A named individual received a named service on a named date.

Reconcile the proof

Proof reconciled against the entitlement or indicator — audit-ready by construction.

The single loop every HIVE vertical runs — from denominator to defensible delivery.

Five layers, bound by provenance, continuous learning and GeoAI

1
Data & Knowledge Foundation

Curated evidence, protocols and treatment guidelines; live observed feeds; verified-outcome datasets; contextual environmental feeds — every record georeferenced.

2
Classification Layer

Resolves each case into an information-need signature — entity class, cascade position, intent, urgency — selecting and weighting what to consult.

3
Intelligence Core

Three engines over one knowledge base: reconciliation for the present case, anomaly detection for emerging events, prediction for rare events ahead.

4
Verification Layer

Human-in-the-loop review and data triangulation turn engine outputs into verified outcomes — the trust gate and the labelling engine.

5
Decision & Delivery Layer

Composes the answer at the point of decision — every item tagged by signal class, carrying provenance, confidence and lead time.

Three engines. Three horizons.

Three questions answered from one knowledge base.

Now
Reconciliation & attribution

What should this individual receive — and why is there a gap between that and what is happening?

Emerging
Anomaly detection

Is something unusual happening now, above the expected baseline?

Ahead
Prediction

Where is risk rising before cases appear?

Every output carries one of five signal classes

MandatoryRecommendedAdvisoryAlertForecast
Four product verticals

Each line a discipline.
Each product its instrument.

Four governance-and-research lines sit on the HIVE core — Skills, Clinical, Population and Entrepreneurship. Live prototypes below.

SGR · Skills Governance & Research

NEXEL

Sandboxed Research Completion Infrastructure — the company's current focus

An offline-first encrypted USB toolkit combining a structured curriculum, a proprietary data sandbox, AI-assisted workflows, mentorship and a faculty evaluation dashboard — no servers, licences or connectivity. Demand is regulator-mandated: no postgraduate or doctoral scholar in India graduates without a dissertation.

34 modulesFour tracks · 100 use cases · 500 analytical outputs
100M+ recordsNEXELIA proprietary data sandbox
1 : 20One mentor per pod of twenty scholars
100 studentsPondicherry University pilot · signed MoU
Fully offlineComputation runs on the scholar's own machine
Sealed unitEncrypted pendrive · manual · phygital card
One-time purchaseScholars & researchersCertificate → PG Diploma → Masters
nexel.in — scholar portal
NEXEL prototype — offline AI research sandbox portal

NEXEL prototype V22 — scholar portal and research sandbox

rre — hospital governance console
Revenue Recovery Engine prototype — hospital governance console

RRE prototype — governance console with live revenue-leakage tracking

CGR · Clinical Governance & Research

Revenue Recovery Engine

Clinical governance that pays for itself

RRE closes the distance between care delivered and revenue defended — billing capture, follow-up adherence, documentation quality and claims that survive payer scrutiny, for clinics, hospitals and medical colleges.

5 clinicsv1 deployed in production
11,000+Longitudinal patient records
80%Daily active staff engagement
100%Renewal intent across deployments
v2 readyDesign complete, ready for rollout
4 viewsPatient · provider · hospital · insurer
Annual per-segment feeClinicsHospitalsMedical colleges
PGR · Population Governance & Research

War Room

District-scale decision intelligence and early warning

The War Room puts HIVE's anomaly detection, prediction and GeoAI in front of the administrators who own the district — live incident queues, risk intelligence, surge protocols and environmental monitoring. The platform, registries and data stay with the administration; only the engine is re-procurable.

ActiveBhadradri Kothagudem district administration, Telangana
OmanNational-scale war-room configuration in build
GeoAILocation as the join key across human, animal, plant & environmental signals
Frontline OSWorklists, eligibility, grievance & benefit fulfilment for named workers
Offline-firstEdge operation with tiered knowledge updates
DPI-alignedSovereign data · re-procurable engine
Annual managed contractDistrictsGovernmentsUniversitiesDonors
pgr war room — live operations command
PGR War Room prototype — live operations command

War Room — live operations command with incident queue and GIS situational awareness

pgr platform — frontline worker view
PGR platform prototype — frontline worker home

PGR platform — frontline worker home with worklists and benefit fulfilment

facsuite — finance & compliance
FAC Suite prototype — finance and compliance dashboard

FAC Suite prototype — finance, administration and compliance operating picture

EGR · Entrepreneurship Governance & Research

FAC Suite

Finance, administration and compliance for early-stage companies

The same verification discipline applied to running a company — invoices, bills and reimbursements, staff follow-ups, project and task pulse, statutory compliance. One operating picture, urgent items surfaced daily.

In productionRun internally first, on real operations
Cash-flowIncome, expense & net balance by financial year
Compliance pulseGST, ITR, overdue invoices, audit trails
Role-basedAdmin · supervisor · employee views
Annual recurring licenceStartupsEarly-stage companies
Why India · Why now

Built on public rails.
Compliant by construction.

India already operates identity, payments, health-data exchange and consent at population scale. Verification is built on public rails rather than reconstructed privately.

Aadhaar

Population-scale identity — the named individual behind every verified delivery.

UPI

Payments infrastructure connecting entitlements to real transactions.

ABDM

Ayushman Bharat Digital Mission — FHIR-interoperable health-data exchange.

DPDP Act

Consent-first data protection — aligned by design, not by retrofit.

The same profile travels. Low- and middle-income countries, the Middle East and North Africa, and tropical South-East Asia — configuration rather than major customisation, reachable over mobile and messaging rather than requiring a terminal. Five international engagements committed.

OmanPhilippinesSri LankaTimor-LesteCambodia
Traction

Built, deployed, running in the field.

Six technology assets in production, four in build, five folded into the shared core — with external deployment credentials that carry weight.

LivePando v2 on Google Cloud

Core production platform live on Google Cloud — the platform credential behind the register.

LiveICMR deployment

Hospital Event-Based Surveillance deployed for an ICMR project.

LiveWar Room — Telangana

Active with the Bhadradri Kothagudem district administration.

LiveRRE across 5 clinics

11,000+ longitudinal records · 80% daily active staff · 100% renewal intent.

LiveUnified DPH Portal

Golden OS at the State Data Centre — 15+ integrated solutions across 10 administrative levels.

In buildNEXEL · RRE v2 · Oman War Room

Four assets in build on the shared core, carrying cross-learnings between verticals.

The data estate behind the engine

The company holds the raw, training and synthesised datasets together with the synthesis capability that produces them. Records anonymised · AES-256 encrypted · no personal data leaves the device.

100M+NEXELIA synthesised records on a Census of India backbone
65M+Anonymised population screening profiles
2MSurveillance records for cluster & outbreak analysis
11,000Clinical corpus from the ORIMED deployment
50,000+Prescription images
The team

Led from the field, built for scale.

Fifteen years of embedded public-health practice, a 100-strong build team, and an expert network across disciplines, institutions and geographies.

VB

Dr. Viduthalai Virumbi Balagurusamy

Founder Director · MBBS, MPH (ICMR-NIE)

"The distance between what a health system is funded to do and what it can prove it has done — that is the product."

A public-health physician and epidemiologist who served the Government of Tamil Nadu from 2011 to November 2025, moving full-time to the venture in December 2025. Nodal Officer on a state health-technology platform funded at more than USD 21 million, and architect of the personal health record component of Makkalai Thedi Maruthuvam.

14 years Government of Tamil Nadu · 15+ years embedded field research
National Geospatial Professional Fellow 2024
Best Doctor Award 2019, Government of Tamil Nadu
Salzburg Global Seminar 2018 fellow · TEPHINET alumnus
IIT Bombay research partnership — FOSSEE & RuDRA
50+ scholars mentored at postgraduate and doctoral level since 2022

Board of Directors

VB
Dr. Viduthalai Virumbi BalagurusamyFounder Director

Public-health physician and epidemiologist. Platform architecture, institutional partnerships and product direction.

SP
Mr. Sarath PalaniDirector

Director and shareholder, steering commercial and operational execution across the product verticals.

KP
Mr. Kiran PanneerselvamDirector

Director and shareholder, steering technology delivery and platform engineering across the build team.

The build and expert bench

75Engineers on the platform build team
25Domain experts embedded in the build
100+Identified specialists in the expert network
1,135+Professionals trained across 29 workshops
Investor & institutional enquiries

The verification layer
is being built now.

For investor discussion, government and university partnerships, or NEXEL pilot cohorts — write to us, call, or leave your details and we will come back to you.

Operating officeRoom 310, Platinum Jubilee Building, AIC, Anna University, Guindy, Chennai 600025
Registered officeNo 36/4, Palavayal Road, Agaram, Perambur, Chennai 600082

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