AgriLens

An integrated precision agriculture platform combining satellite imagery analysis, machine learning, and explainable AI for data-driven farm management and decision intelligence.

SHAP ExplainabilityPrithvi-EO-2.0Sentinel-2FastAPINext.jsAzure
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Your Fields,
In High Definition.

AgriLens™ puts world-class remote sensing and yield prediction in the palm of your hand. Access real-time NDVI maps, growth alerts, and explainable AI insights anywhere, from any device.

📱

Progressive Web App

Zero install required. Fully functional offline in low-connectivity rural zones.

🛰️

Hybrid Data Stream

Combines Sentinel-2 satellite data with localized sensor and drone telemetry.

🔍#1 Differentiator

Every Prediction, Explained.

AgriLens is the only precision agriculture platform that uses SHAP (SHapley Additive exPlanations) to show exactly why each yield prediction is what it is.

Zero of 14 competing platforms offer any formal explainable AI methodology. As the EU AI Act (August 2026) increases transparency requirements and Canadian government procurement demands algorithmic accountability, this capability becomes a decisive qualification advantage.

Feature-level importance for every prediction
Visual explanations for non-technical stakeholders
Audit trail for regulatory compliance
Model bias detection and fairness assessment
SHAP Feature Importance

Yield Prediction — Ontario Corn 2025

🔍Explainable AI
NDVI (Jul)
+0.72
Precip (Jun)
+0.48
Temp Max (Aug)
-0.35
Soil Clay %
+0.28
EVI (Aug)
+0.22
GDD Accum
-0.18
Precip (Jul)
+0.15
Increases yield
Decreases yield
Weather factor

What Sets AgriLens Apart

Three capabilities no competitor offers.

#1 Differentiator

SHAP Explainability

Zero of 14 platforms analyzed offer SHAP or any formal explainable AI methodology. AgriLens shows exactly WHY predictions are what they are — critical as the EU AI Act (August 2026) increases transparency requirements.

Foundation Model

NASA Prithvi-EO-2.0

No commercial precision agriculture platform has deployed a geospatial foundation model in production. Prithvi-EO-2.0 achieved R² of 0.81 for canola yield prediction on the Canadian Prairies.

Government-Ready

Bilingual EN/FR Support

Full English and French support compliant with the Canadian Official Languages Act. A concrete qualification advantage for government procurement in bilingual jurisdictions.

Drone Computer Vision Analysis
Edge AI Processing

Automated Field Intelligence

Deploy state-of-the-art computer vision models to edge devices (drones and tractors) for immediate pest routing and disease detection.

Core Modules

📊
01

Crop Yield Prediction

ML models analyze satellite vegetation indices, weather patterns, and historical data to forecast yields with SHAP-powered explainability for every prediction.

Predictive ModelingSHAPWeather Integration
🦠
02

Disease Detection System

Convolutional neural networks analyze crop imagery to detect visual symptoms like discoloration, lesions, and abnormal growth patterns with high-precision diagnosis.

CNNImage ClassificationEarly Detection
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03

Pest Monitoring & Control

Computer vision systems capture and analyze field images to identify pests and assess damage levels, recommending targeted intervention strategies.

Computer VisionObject DetectionIPM
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04

Weed Detection & Management

AI-powered systems distinguish crops from weeds using visual characteristics, guiding precision sprayers for targeted treatment with minimal herbicide use.

Semantic SegmentationPrecision SprayingRobotics
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05

Virtual Agronomist

RAG-powered conversational AI provides expert guidance grounded in authoritative agricultural guidelines, combining LLM capabilities with domain-specific knowledge.

LLM + RAGNLPKnowledge Base
🌡️
06

Climate Intelligence

AI models predict climate impacts on crop phenology and productivity, recommending adaptive strategies including cultivar selection and optimal planting schedules.

Climate ModelingRisk AssessmentAdaptation

See AgriLens in Action

Schedule a walkthrough with our team to see how AgriLens delivers explainable yield predictions for your region.

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