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Punjab, India • Est. 2024

Field Intelligence Platform
for Indian Agriculture

MarawAI Technologies delivers crop monitoring, yield prediction and data-driven advisory to Indian farmers and agri-advisory organisations through a unified field intelligence system.

140M+
Farm holdings in India
Punjab
India's agricultural heartland
2024
Founded, Ludhiana
MarawAI Field Dashboard Live Sync Fields Alerts Weather Reports Field A 4.2 ha Field B 3.8 ha Field C 6.1 ha Field D 8.7 ha Field E 12.3 ha 5 active fields • 35.1 ha total CROP HEALTH INDEX A B C D Avg: 82% Above seasonal average YIELD FORECAST 4.8 t/ha +12% vs last season SOIL MOISTURE 68% Optimal range CROP STAGE Tillering Week 6 of 22 Advisory: Optimal irrigation window in 48 hours. Field B shows early moisture stress indicators.
Projected Yield
4.8 t/ha
Above seasonal average
Live Monitoring
Who We Are

Built for India's Agricultural Future

MarawAI Technologies is an early-stage AgriTech company headquartered in Ludhiana, Punjab. We are building a precision agriculture platform that helps farmers and advisory organisations make data-driven decisions across the full crop cycle.

Our platform integrates satellite imagery, field sensor data and weather intelligence to deliver actionable crop insights at the farm level, designed specifically for Indian agricultural conditions and smallholder farm economics.

Wheat Paddy Wheat Cotton Maize Paddy NDVI INDEX 0.74 Healthy vegetation Updated 4 hours ago Sentinel-2 pass
Platform Capabilities

Everything Your Farm Needs to Know

Six core capabilities built into a single field intelligence platform, designed for agri-advisory firms, cooperatives and institutional programmes.

01

Satellite Crop Monitoring

Weekly multi-spectral satellite imagery analysis to track growth stages, detect stress and map field variability across farm portfolios.

02

Disease and Pest Detection

Early identification of disease outbreak, pest pressure and nutrient deficiency at plot level, enabling timely field intervention before losses escalate.

03

Yield Forecasting

Accurate pre-harvest yield estimates trained on regional datasets from Punjab, Haryana and UP, delivered 4 to 6 weeks ahead of harvest.

04

Irrigation Advisory

Soil moisture modelling with 7-day weather integration to generate optimal irrigation schedules that conserve water and maximise crop productivity.

05

Input Optimisation

Data-backed fertiliser and pesticide recommendations calibrated to current field conditions and crop growth stage, reducing waste and input costs.

06

Field Intelligence Dashboard

Portfolio-level management interface for advisory organisations monitoring 500 or more farmer accounts with aggregated field reporting and alert delivery.

Ready to Explore the Platform?

MarawAI is onboarding its first wave of pilot partners across North India. Express your interest today.

About Us

Precision Agriculture Built for India

MarawAI Technologies is a precision agriculture company founded in Ludhiana, Punjab, in 2024. We build field intelligence tools for Indian farmers, cooperatives and agricultural advisory organisations.

Punjab Ludhiana HQ COVERAGE Punjab Haryana UP FARM HOLDINGS 140M+ across India CROP LOSS 20% avg preventable loss STAGE MVP active development

Our Mission

To reduce preventable crop losses in Indian agriculture by making farm-level data intelligence accessible, affordable and actionable. We believe that the smallholder farmer who feeds India deserves access to the same quality of information that large-scale commercial agriculture has long enjoyed.

Punjab alone accounts for over 10 million acres of cultivated land. Across India, more than 140 million farm holdings produce the food that sustains the nation. The majority of these farms have no access to reliable, science-based advisory systems. MarawAI is building the infrastructure to change that.

Legal NameMarawAI Technologies
Founded2024
HeadquartersLudhiana, Punjab, India
Company TypePrivate Limited Company
SectorAgriTech / Precision Agriculture
StageEarly-stage, MVP in active development
FundingBootstrapped / Self-funded
Target MarketsPunjab, Haryana, UP, expanding nationally
Our Approach

How We Work

Ground-First Design

Every feature is built for Indian field conditions including patchy connectivity, mixed device types and variable literacy levels. Usability is never an afterthought.

B2B2F Model

Intelligence is delivered through agri-advisory firms and cooperatives who have established farmer relationships, not through direct-to-farmer cold outreach.

Regional Data

Crop models are trained on datasets specific to Punjab, Haryana and UP, not generic global benchmarks that fail to reflect local agronomy and seasonal patterns.

Open to Pilot

We actively seek early-stage pilot partners who want to co-develop the platform and help shape the product for real-world deployment across North India.

Pilot Programme Open. We are currently accepting expressions of interest from agri-advisory firms and cooperatives across Punjab, Haryana and UP. Early partners will help shape the platform and receive preferential access terms. Get in touch
Technology

How the Platform Works

A multi-layer data intelligence system that processes satellite imagery, sensor feeds and weather data to generate farm-level actionable insights, deployed on high-performance cloud GPU infrastructure.

MARAWAI PLATFORM ARCHITECTURE SATELLITE Sentinel-2 / Landsat WEATHER Hyperlocal forecasts FIELD SENSORS Soil, moisture, IoT HISTORICAL DATA Crop records, yield DATA INGESTION AWS S3 Data Lake Pre-processing pipeline GPU INFERENCE NVIDIA TensorRT CUDA Acceleration EC2 g4dn / p3 Computer Vision Models ADVISORY ENGINE Field-level insights Crop calendar logic WEB DASHBOARD Advisory firms MOBILE PWA Field agents SMS / WHATSAPP Enrolled farmers
Tech Stack

Core Technologies

Imaging

Sentinel-2 and Landsat-8 multi-spectral imagery at 10 to 30 metre resolution. NDVI, NDWI and EVI indices computed per plot weekly.

Inference

Deep learning models run on NVIDIA GPU-accelerated EC2 instances using TensorRT-optimised pipelines with CUDA-accelerated processing.

Weather

Hyperlocal 7-day forecasts integrated with soil moisture models and crop evapotranspiration calculations for dynamic advisory outputs.

Infrastructure

AWS S3 for imagery storage, RDS for structured farm data, Lambda for event-driven advisory triggers and CloudFront for delivery across India.

NVIDIA TensorRT CUDA AWS EC2 g4dn Sentinel-2 PyTorch AWS S3 Computer Vision PostGIS NDVI Analysis REST API Progressive Web App
Data Pipeline

Six-Stage Processing Flow

1

Data Ingestion

Satellite imagery, weather feeds and ground sensor data ingested daily from multiple sources and stored in the AWS S3 data lake.

2

Pre-Processing and Calibration

Atmospheric correction, cloud masking and geometric alignment applied to raw satellite imagery. Sensor data normalised and validated.

3

Field Segmentation

Individual farm plots identified and segmented using cadastral boundaries and high-resolution imagery. Each plot assigned a unique field identifier.

4

GPU Model Inference

Disease detection, yield forecasting and stress classification models run on NVIDIA GPU instances using TensorRT-optimised inference pipelines.

5

Advisory Generation

Field-level insights combined with weather forecasts and crop calendar logic to generate specific, actionable advisories per farm and crop type.

6

Multi-Channel Delivery

Advisory delivered via dashboard to advisory firms, progressive web app to field agents, and SMS or WhatsApp alerts to enrolled farmers.

Our Team

The People Behind MarawAI

Founded by professionals who combine industrial operations experience with technology expertise. Building at the heart of India's agricultural belt in Ludhiana, Punjab.

Karan Singh
CEO and Founder
Karan founded MarawAI in 2024 following experience in India's manufacturing and industrial sector. Working within Punjab's industrial ecosystem gave him direct exposure to the operational and informational challenges facing agricultural communities across the state. He leads company strategy, partner development and the overall direction of the MarawAI platform, with a focus on building a commercially sustainable business that delivers genuine value to Indian farmers through data intelligence.
Kevin Karan
CTO and Co-Founder
Kevin co-founded MarawAI and leads all technology and platform development. He is responsible for the architecture of the field intelligence platform, data ingestion pipelines, GPU-accelerated inference systems and the technical infrastructure that underpins MarawAI's crop monitoring and advisory capabilities. He brings software engineering and systems design expertise with a focus on building infrastructure that performs reliably at scale under the connectivity and hardware constraints common in rural India.

Join the MarawAI Team

We are a small focused team building precision agriculture infrastructure for India. If you have expertise in agronomy, data engineering, remote sensing or agricultural operations, we would like to hear from you.

Contact Us

Let's Build Together

Whether you are an agri-advisory firm, cooperative, institutional partner or investor, we would like to hear from you. MarawAI is in early development and actively seeking pilot partners across North India.

Ludhiana Punjab, India MARAWAI HEADQUARTERS
Location
Ludhiana, Punjab, India
Response Time
Within 2 working days
Pilot Programme Open. We are onboarding our first wave of advisory firm and cooperative partners across North India. Early partners will help shape the platform and receive preferential access terms.
Send a Message