KrishiNetra Sentinel • IoT & In-Field Edge AI
Sovereign Agri-Tech Hardware • Made in Bharat
KRISHINETRA. Autonomous In-Field Crop Sentry

Detecting Crop Disease 48 to 72 Hours Before Physical Symptoms Appear.

Solar-powered in-field sensor nodes and autonomous Edge AI compute that track microclimate humidity, leaf wetness duration, and canopy multispectral indices—alerting farmers directly via automated phone calls in Telugu, Hindi, Kannada, Tamil, Marathi & English before fungal spores colonize plant cell walls.

48-72h Pre-Symptomatic Notice
Vernacular IVR Voice Calls
0% Grid Dependency (Solar Powered)
100% Sovereign DPDP 2023
60% Chemical Spray Savings
KrishiNetra Station #01 • Active Field Telemetry Autonomous In-Field Edge Node • ICAR Pathology Calibration
Monitored Crop: Chilli & Paddy Block
Nitrogen, Phosphorus &Potassium (NPK) ProbeCanopy RH &Leaf WetnessEDGEAIరైతు అలర్ట్ • 48h
KrishiNetra Indigenous Hardware Core
Indigenous Prototype

Gold-Plated Leaf Wetness Core

Autonomous Operation:365 Days Uninterrupted
Local Language Support:6 Indian Dialects
Edge Compute Speed:< 1.4s Pre-Symptomatic AI
Explore 6 Hardware Modules
48-72h

Pre-Symptomatic Notice

Detect fungal pathogen mycelium before physical lesion breakout

60%

Fungicide Savings

Targeted prophylactic bio-dosing instead of toxic rescue flooding

6+

Indian Languages

Direct voice calls & WhatsApp in Telugu, Hindi, Kannada, Tamil & more

100%

DPDP Act Compliant

Sovereign farm telemetry stored on-pole and encrypted within Bharat

Pathology Analysis

Scientific Rationale

Why Visible Disease Spots Are Already Too Late

Traditional smartphone apps force a farmer to wait until yellow halos, necrotic leaf spots, or wilting appear. By that time, fungal mycelium has already colonized vascular tissues, guaranteeing crop loss.

Conventional Handheld Apps × Reactive

Handheld Smartphone Photography

Requires the farmer to walk acres in scorching heat, spot a diseased leaf that has already turned yellow or black, pull out a smartphone, and snap a picture.

Irreversible Cellular Damage: Fungal spores invaded cell walls 72 hours ago. 30% to 50% yield is already lost.
Heavy Chemical Sprays: Demands aggressive emergency curative fungicides that poison soil biota and trigger high chemical bills.
Human Dependency: Zero night monitoring; dew forms at 3 AM when farmers are asleep, leaving silent infections unchecked.
KrishiNetra In-Field Edge AI ✓ Pre-Symptomatic

Autonomous Solar Pole & Multi-Sensor Guard

Permanent solar-powered station installed inside the crop canopy. Continuously calculates pathogen infection windows using microclimate dew indices, leaf surface reflectance, and root tension.

48 to 72 Hours Advance Warning: Alerts the farmer while spores are merely germinating on the surface film, before cell penetration.
60% Spray Reduction: Allows mild, targeted prophylactic bio-fungicide or micro-doses instead of toxic rescue flooding.
Vernacular Phone Alert: Wakes the farmer with a phone call in Telugu, Hindi, or Kannada saying exactly which corner needs care.
Voice AI Engine

Zero Literacy Barrier

Experience the Vernacular Phone Alert

Farmers across Bharat do not read complex English graphs. KrishiNetra dispatches immediate audio phone calls (IVR), WhatsApp messages, and SMS in their local mother tongue.

KrishiNetra Sentinel IVR
Telangana & Andhra Pradesh Critical Priority
Early Disease Spore Warning (48h Before Outbreak)
Target Crop: మిర్చి (Chilli)
Pathogen: కొమ్మకుళ్లు & కాయకుళ్లు (Anthracnose / Fruit Rot)
Automated Local Voice Call (IVR Preview)
0:22
WhatsApp & SMS Script (Telugu):
"రైతు సోదరా! మీ 2వ ఎకరంలో ఆకులపై తేమ 6.5 గంటల పాటు కొనసాగింది, వాతావరణ తేమ 89% ఉంది. కొమ్మకుళ్లు తెగులు వ్యాప్తి చెందే తీవ్ర ప్రమాదం ఉంది. తెగులు బయటకు కనిపించకముందే వెంటనే సిఫార్సు చేసిన కాపర్ ఆక్సిక్లోరైడ్ 3 గ్రా./లీటర్ పిచికారీ చేయండి."
Recommended ICAR Prophylactic Action:

కాపర్ ఆక్సిక్లోరైడ్ 3 గ్రాములు లేదా అజాక్సిస్ట్రోబిన్ 1 మి.లీ. లీటరు నీటికి కలిపి పిచికారీ చేయాలి.

Hardware Breakdown

Hardware Blueprint

Engineered for Bharat’s Rugged Soil & Weather

From 50°C summer heat in the Deccan plateau to monsoon downpours, KrishiNetra is engineered with zero moving parts, zero grid dependency, and anti-corrosion gold electrodes.

Engineered & Optical Tuned in Hyderabad

Downward Micro-Spectral Optical Camera

Automated canopy imaging that monitors leaf surface reflectance, stomatal closure, and micro-chlorosis without touching the plant.

Technical Specifications:

Sensor Resolution
5MP High-Dynamic Range CMOS with anti-reflective glass
Field of View
110° Downward Conical Canopy Cone
Capture Cadence
Programmed diurnal snapshots at golden hours (dawn, noon, dusk)
Optics
Multispectral bandpass filter (Visible 400-700nm + Near-Infrared 850nm)
Pathological & Physical Principle

Healthy leaves reflect strong NIR light while absorbing red light for photosynthesis. Pathogen intrusion degrades chlorophyll and collapses cellular structures, dropping the NIR reflectance ratio days before human eyes can detect yellowing.

Crop Profiles

ICAR Pathology Engine

Supported Cash & Staple Crops of Bharat

Trained on verified micro-climatic triggers across Indian agro-climatic zones for Chilli, Paddy, Cotton, Groundnut, and Pharmaceutical Moringa.

Target Pathogen: Colletotrichum capsici

Anthracnose / Fruit Rot & Dieback in Chilli & Capsicum

88% Saved
⚠️ Conventional Smartphone Detection:

Detected after circular sunken spots with black concentric rings appear on ripe chillies. (Yield loss: 30-50%)

✓ KrishiNetra Pre-Symptomatic AI:48h Advance

Detects continuous leaf wetness > 6h and canopy humidity > 85% at 24°C, spotting spore germination conditions 48 hours in advance.

Key Sensor Trigger: Leaf Wetness Grid + Downward Canopy Reflectance
Notice Buffer: 48 Hours Before Lesion Outbreak
Pilot Application

Field Deployments

Bring KrishiNetra to Your Fields

We are currently deploying pilot demonstration units with Farmer Producer Organizations (FPOs), agricultural universities, contract farming estates, and progressive farmers.

🔒 Adheres to India's DPDP Act 2023. Farmer identity & land telemetry remain 100% sovereign and encrypted.

Domain FAQs

Clarity & Technical Guidance

Frequently Answered Questions

Common technical inquiries regarding KrishiNetra hardware telemetry, regional dialect coverage, and farmer data sovereignty.

Smartphone apps require a farmer to physically notice a diseased spot on a leaf and photograph it. By the time a disease spot is visible to human eyes, fungal mycelium has already colonized the leaf cell structure, causing 25% to 40% irreversible yield loss. KrishiNetra is a permanent, solar-powered in-field station that monitors microclimate, continuous leaf wetness duration, and microscopic canopy reflectance 24/7, alerting the farmer 48 to 72 hours BEFORE any visible disease lesion appears.