AI-Powered Crop Health &
Agricultural Intelligence
Detect crop diseases instantly with Gemini vision AI, assess environmental microclimate risk in real-time, and protect smallholder harvests with expert recommendations.
How AgroAssist Pro Works
An end-to-end 6-stage agricultural intelligence pipeline from field scan to expert treatment action plan.
Upload Image
Capture leaf or plant photo on mobile or desktop.
Cloudinary Optimization
Secure cloud image processing and metadata registration.
AI Disease Detection
Gemini vision diagnoses pathogen & severity score.
Weather Intelligence
Live relative humidity, rain & temp observations.
Risk Analysis
0–100 deterministic risk engine calculation.
Action Plan
Step-by-step biological & chemical treatments.
Comprehensive Agricultural Suite
Built specifically to empower smallholder farmers with enterprise-grade agtech tooling.
AI Disease Detection
Upload leaf lesions to detect fungal, bacterial, or viral pathogens with confidence scoring.
Weather Intelligence
Real-time relative humidity, rainfall volume, and temperature extreme forecasting.
Crop Risk Engine
Deterministic scoring matrix (0–100) factoring pathogen severity and microclimate moisture.
AI Recommendations
Targeted biological treatments, organic solutions, and extension label fungicide dosage advice.
Farm Management
Organize multiple fields, monitor acreage in hectares, soil types, and crop planting history.
Analytics Warehouse
Dual-database view combining operational MySQL data with historical Snowflake OLAP trends.
PDF Audit Reports
Export downloadable agronomic audit reports formatted for insurance and agricultural extension officers.
AI Leaf Diagnostics UI
Realistic diagnostic inspector preview output from Gemini AI vision
Cloudinary Secured Asset ID: asset_9841
Late Blight (Phytophthora infestans)
Diagnosed via Gemini AI Vision Engine
94.8%
35 / 50 pts
High Risk
- Large water-soaked dark brown spots on upper leaf surfaces.
- White fungal growth visible on underside during humid conditions.
- Rapid leaf wilt and necrotic tissue collapse.
Farm Microclimate Weather
Field Coordinates: Lat 36.77, Long -119.41
28.4°C
88% (High)
75%
Relative humidity $\ge 85\%$ combined with rainfall forecast creates optimal conditions for rapid fungal spore germination over the next 48 hours.
Deterministic Crop Risk Index
Mathematical risk score calculated from pathogen & microclimate parameters
Historical Disease Outbreak Trends
Aggregated Snowflake OLAP data analytics tracking seasonal disease vector frequency over time.
Why Smallholder Farmers Choose AgroAssist Pro
Designed to bridge the gap between AI computer vision research and real-world farm decision making.
Reduce Crop Loss by 40%
Early detection prevents localized fungal outbreaks from destroying entire farm acreage.
Extension Authority Guided
All fungicide & chemical dosage guidance adheres strictly to official agricultural extension labels.
Dual-Database Performance
Immediate transactional MySQL responses coupled with asynchronous background Snowflake warehouse analytics.