Skip to content
New narrative review:IBS-D, the Gut–Brain Axis and South India: A Narrative ReviewRead the reviewNew patient-education article:Living with IBS-D: A Patient PerspectiveRead the articleResearch library:All research articles now on the MMK AcademyVisit the AcademyNew narrative review:IBS-D, the Gut–Brain Axis and South India: A Narrative ReviewRead the reviewNew patient-education article:Living with IBS-D: A Patient PerspectiveRead the articleResearch library:All research articles now on the MMK AcademyVisit the AcademyNew narrative review:IBS-D, the Gut–Brain Axis and South India: A Narrative ReviewRead the reviewNew patient-education article:Living with IBS-D: A Patient PerspectiveRead the articleResearch library:All research articles now on the MMK AcademyVisit the Academy
MMK AI Solutions logo
MMK AI SOLUTIONSSCIENTIFIC R&D · DEEP TECH
HIRE A MEDICAL WRITER

Innovations & R&D

Patent-pending deep-tech, built in-house.

From AI sensor fusion for railway safety to low-cost IoT health monitoring — our R&D pipeline turns scientific insight into filed intellectual property.

Discuss a Collaboration
  • Govt. of India MSME Recognized
  • Multi-Sensor AI Fusion
  • Prototype to Patent
Gold circuit-board and patent document motifs on a deep navy background
AIRS · Patent-PendingApp. No. 202641090773
R&D PORTFOLIO

WE BUILD. WE VALIDATE.
WE DOCUMENT.

Every project represents a working technical system or validated prototype—combining hardware integration, algorithmic models, and patent-grade documentation.

01 — AIRSPatent-Pending · Application No. 202641090773
FLAGSHIP R&D SYSTEM · MSME RECOGNIZED

AIRS

Autonomous Railway Inspection System

AI·Computer Vision·Sensor Fusion·Edge Systems·Railway Safety

A deep-tech research and engineering project focused on intelligent railway inspection and automated safety monitoring.

Optical Defect Acc.

99.4%

Real-time inference

Sensor Latency

< 12ms

LiDAR + IMU sync

Gauge Tolerance

±0.2mm

Laser profile scan

View Case Study →Patent Claims & IP
OPTICAL_INSPECTION_FEED // LIVE_SURFACE
CAMERA_ID: STEREO_CAM_01
DEFECT DETECTED: SPALL_FRACTURE
CONFIDENCE: 99.42% · SEV: HIGH
VELOCITY: 68.4 KM/H
GAUGE: 1676 mm [NOMINAL]
LIDAR: 100 Hz ACTIVE
IMU: 3-AXIS SYNCED
AIRS TELEMETRY MATRIX v4.2PATENT CLAIM SPEC 14.B
02 — HEALTH-TECH SYSTEMSPROTOTYPE VALIDATED

Low-Cost IoT Health-Tech Systems

IoT·Embedded Systems·Sensors·Health Technology

Low-cost sensor-driven health technology integrating embedded systems, IoT and analytical workflows.

MCU: ESP32-S3 / CORTEX-M4BLE 5.2 GATT // STREAMING
ACQUISITION: 250 SPS · NOISE: <1.2µV
CIRCUIT ARCHITECTURE: SPI + I2C BUS
ACCESSIBILITY TARGET: < ₹1,500
View Project →
03 — SCIENTIFIC INTELLIGENCEACTIVE ENGINE

AI for Scientific Research

AI·Research Analytics·Knowledge Graphs·Scientific Discovery

AI-assisted research intelligence, scientific analytics, knowledge structures and evidence-driven workflows.

PAPERS → GRAPH → INSIGHT PIPELINECORPUS: PUBMED + WIPO
PAPERSGRAPHAI ANALYSEINSIGHTNOVELTY
SEMANTIC SIMILARITY: 0.942
SYNTHESIS SPEED: 10k PAPERS / MIN
NOVELTY GAP DETECTED: YES
View Project →
04 — PHARMA & HEALTHCARE ANALYTICSENTERPRISE ANALYTICS

Scientific & Pharmaceutical Analytics

Pharma·AI·Data Science·Scientific Computing

Scientific computing, pharmaceutical analytics, healthcare evidence and research workflows.

View Project →View Scientific Writing Dossiers
MARKOV COHORT STATE SIMULATIONICER: COST-EFFECTIVE
HEALTHY

p=0.92

PROGRESSION

p=0.06

RELAPSE

p=0.018

TERMINAL

p=0.002

DISCOUNT RATE: 3.5%QALY GAIN: +1.48ISPOR COMPLIANT
EVIDENCE GENERATION PIPELINEPEER-REVIEW READY

Intellectual property

Need a patent drafted or a prototype de-risked?

We support provisional and complete specification drafting, multi-sensor system integration, and IoT health-tech prototype advisory.

View ServicesIP (Patents) Practice