AI-Enabled In Development

Closing gaps in
precision medicine
worldwide

Mecklin Research builds clinical-grade diagnostics, monitoring, and intervention systems — grounded in evidence, designed for scale, and built to work wherever patients actually are.

Advantage® Patient View
Live
ECG
II
74bpm
SpO₂
98%
Resp
16br/min
NIBP
118/76
Temp
36.7°C
EtCO₂
38 mmHg
2+
Patents Filed
21d
Atria® Monitoring
16,430
AI Model Parameters
2024
Founded · Lucknow
Clinical Portfolio

Built for conditions
that cannot wait

Seven products, each targeting a specific gap in how diagnostic, therapeutic, and drug development services actually reach patients — from primary health centres to global research organisations.

Ambulatory Cardiac Monitoring

Atria® — 21-day ECG system

Continuous 21-day ambulatory ECG with on-device arrhythmia classification across 16,430 AI model parameters — fully local, no cloud dependency. Designed to catch the events a standard 24-hour recording routinely misses.

Wear Duration
Up to 21 days
Processing
On-device, local
AI Parameters
16,430
Connectivity
BLE 6.0
Community Diagnostics

Atria® Health ATM

Unmanned diagnostic kiosk bringing 40+ clinical-grade parameters to pharmacies, rural health posts, and transit hubs. Self-operated, ABDM-linked, and physician-verified within minutes of use.

Parameters
40+ vitals
Network
ABDM-linked
Operation
Fully autonomous
Report
Real-time · PDF
Learn about Health ATM
Coming Soon
Connected Care

Mecklin telehealth platform

HIPAA-compliant video consultations with simultaneous ECG, SpO₂, and vitals transmission — giving remote physicians real data alongside the call. Runs on 2G networks, so geography isn't an excuse.

Encryption
AES-256 E2E
EMR
HL7 / FHIR
Bandwidth
Works on 2G+
Compliance
HIPAA · GDPR
Learn about Telehealth
Coming Soon
Interventional Cardiology

Coronary stent systems

Drug-eluting and bioresorbable coronary stents in cobalt-chromium alloy — engineered for deliverability in complex lesions, with thin-strut architecture to reduce long-term restenosis risk.

Type
DES · BRS
Material
CoCr L-605
Strut
60–80 μm
Regulatory Target
CDSCO · CE · FDA
Learn about Stent Systems
Coming Soon
Neurodiagnostics

Ambulatory EEG system

Wearable 32-channel EEG for continuous epilepsy monitoring, sleep staging, and neurological event detection — with cloud-based automated seizure annotation and structured neurologist review workflows.

Channels
32-ch EEG
Duration
Up to 7 days
Auto Annotation
Automated
Sampling
256 Hz
Learn about EEG
Coming Soon
Renal Health

CKD monitoring system

Point-of-care renal function panel integrating eGFR estimation, urinary albumin-to-creatinine ratio, and bioimpedance fluid assessment — enabling early CKD staging at district hospital level without referral delays.

Parameters
eGFR · uACR · BIA
Setting
Point-of-care
Result Time
<8 minutes
Integration
ABDM · EMR
Learn about Renal Care
Coming Soon
Drug Development · Global Service

Quantitative pharmacology

Model-informed drug development (MIDD) services integrating PK/PD modelling, population pharmacokinetics, exposure-response analysis, and quantitative systems pharmacology (QSP) frameworks. Built to support regulatory submissions and reduce risk across clinical development programs for pharmaceutical partners worldwide.

Modelling
PK/PD · PopPK · QSP
Regulatory Target
FDA · EMA · CDSCO
Simulation
Virtual patient trials
Software
NONMEM · Monolix · R
Inquire about Drug Development
Clients & Partners
Curebay Pharmaceuticals® Samsung® India ClinicsOnCloud® Safey® Garmin® Mankind® Curebay Pharmaceuticals® Samsung® India ClinicsOnCloud® Safey® Garmin® Mankind®
Physiological Signals

The same signals. The same colors. From bedside to anywhere.

Every color on a Mecklin monitor matches the clinical standard your team already knows. No relearning required when seconds matter.

ECG Lead II — Cardiac rhythm
SpO₂ Plethysmogram — Oxygen saturation
Respiration — Thoracic impedance
EEG Fp1 — Neural activity
NIBP / IBP — Arterial pressure
Advantage® Patient View — Patient A
ECG
II
74bpm
SpO₂
98%
Resp
16br/min
EEG
Fp1
αwave
Research & Development

How we build what
hasn't been built

We own the full stack: sensor, firmware, AI, and clinical validation under one roof. That's not a selling point — it's the only way to move fast without compromising on evidence.

Edge signal processing
On-device deep learning — 16,430-parameter arrhythmia classification running entirely locally, with no cloud dependency. Seizure detection and vital sign estimation at the edge, where latency and connectivity can't be assumed.
Medical hardware engineering
Miniaturised sensor systems and wireless-enabled diagnostic hardware built for variable global environments, designed toward ISO 13485 and medical-grade standards.
Regulatory science
Dedicated biostatistics and regulatory affairs managing CDSCO, CE, FDA, and EMA pathways from risk classification through post-market surveillance.
Clinical evidence generation
Multi-site prospective studies across India, the Middle East, and Southeast Asia generating real-world evidence for regulatory and clinical adoption.
Interoperability & global standards
FHIR-native, ABDM-aligned for India, HL7-compliant globally — designed for bi-directional EMR integration and portable patient data.
Rapid clinical prototyping
Hardware-software co-design with 90-day concept-to-prototype cycles and embedded clinical validation at every sprint.
About Mecklin Research

Founded to close the distance between diagnosis, decision & drug development

Mecklin Research Private Limited was set up in Lucknow in 2024 on a fairly straightforward premise: the gap between what medicine can do and what patients actually receive is, at its core, an engineering problem. Not an intractable one.

The work spans cardiac monitoring, neurodiagnostics, renal health, quantitative pharmacology, and connected care. That breadth is deliberate — the conditions that carry the heaviest burden globally don't stay within a single specialty, and neither do we.

Designed to align with CDSCO, FDA, EMA & CE Mark pathways — regulatory submissions in progress
Active clinical engagements across India and Southeast Asia
Owned R&D: sensor → firmware → AI → clinical validation → drug modelling

Research & Partnership Inquiry

Offices
Delhi · Gorakhpur
Beyond Medical Devices

Mecklin Research is
more than a MedTech company

Alongside our clinical portfolio, a dedicated technology division handles hardware engineering, software development, robotics, and industrial automation — for partners across healthcare, manufacturing, and beyond.

Our Technology Streams
Technology Division

Six dedicated capability streams,
one integrated team

Each stream operates as a focused practice with its own engineers, designers, and domain experts — while sharing infrastructure, compliance, and IP frameworks with the medical division.

Hardware Engineering

Custom PCB design, embedded systems, sensor integration, and ruggedised enclosure development for industrial, medical, and consumer applications. We own the full hardware lifecycle from schematic to production.

PCB DesignEmbedded SystemsIoT SensorsFirmwarePrototyping
Software Development

Full-stack development for web, mobile, and cloud platforms. From SaaS dashboards and real-time data pipelines to clinical information systems and interoperability middleware — built for scale and security.

Web & MobileCloud ArchitectureFHIR / HL7APIsDatabases
Robotics

Mechanical and control system design for robotic platforms across rehabilitation, surgical assistance, and industrial manipulation. Our team brings together mechanical engineering, motion control, and real-time OS expertise.

Rehab RoboticsSurgical AssistMotion ControlROS / RTOSActuators
Industrial Automation

PLC programming, SCADA systems, machine vision, and process control for pharmaceutical GMP environments, manufacturing lines, and quality inspection. Compliant with IEC 61131 and 21 CFR Part 11 where required.

PLC / SCADAMachine VisionGMP Lines21 CFR Pt.11OPC-UA
Data Science & Analytics

Signal processing, statistical modelling, and predictive analytics pipelines for clinical and operational datasets. From exploratory analysis through production ML deployment — with rigorous validation built in.

Signal ProcessingStatistical ModelsML PipelinesPython / RDashboards
Systems Integration

End-to-end integration of hardware, software, and third-party platforms into cohesive systems — including hospital IT infrastructure, enterprise ERP/MES environments, and multi-vendor clinical networks.

ERP / MESHospital ITMulti-vendorMiddlewareQA Validation
Engineering Methodology

From Idea to Validated Product

A deterministic engineering pipeline — where each stage is a mathematical transformation of the previous, reducing uncertainty at every node.

Why It's Built This Way

One organisation.
Two disciplines.
No handoff problem.

Medical device companies typically outsource their hardware to one firm, their software to another, and their automation needs to a third. The integration tax — in time, cost, and quality — is enormous.

Mecklin Research was structured deliberately to own all of it. The clinical division and technology division share engineers, IP infrastructure, quality systems, and leadership — so a robotics project and a cardiac monitor project cross-pollinate rather than compete.

Unified quality frameworkISO 13485 for medical, IEC 62443 for industrial — under one QMS
Shared talent poolFirmware engineers who understand clinical validation. Data scientists who know GMP.
Faster deliveryNo vendor management overhead. Decisions, pivots, and builds happen internally.
Custom HardwareFrom concept to certified production board
RoboticsRehabilitation, surgical, and industrial
AutomationGMP lines, SCADA, machine vision
SoftwareFull-stack, cloud, interoperability
AnalyticsSignal processing, ML, dashboards
QMSISO 13485 · IEC 62443 · GxP

Have a technical challenge that doesn't fit a standard brief?

Whether it's a bespoke hardware build, an automation problem on a pharmaceutical line, or a robotics project still at concept stage — our technology team will engage directly. No sales layer.

Contact the Technology Team