AgriTech & Food Safety

AI-powered agricultural intelligence and food safety management. Covers crop yield prediction, pest detection, soil analysis, food traceability, HACCP compliance, and supply chain contamination alerts.

Overview

An AI agent skill bridging agricultural technology and food safety compliance. Serves farmers, agronomists, food manufacturers, and quality assurance teams.

Capabilities

1. Crop Intelligence

• Yield prediction using weather, soil, and satellite data
• NDVI vegetation index analysis from satellite imagery
• Pest and disease identification from field photos
• Irrigation scheduling optimization
• Fertilizer recommendation based on soil test results

2. Food Safety Compliance

• HACCP plan creation and hazard analysis
• FDA FSMA / EU Regulation 178/2002 compliance checks
• Allergen management and cross-contamination risk assessment
• Shelf-life prediction and expiration date management
• Recall simulation and traceability drill planning

3. Traceability & Recall

• Farm-to-fork batch traceability mapping
• Rapid contamination source identification
• Recall impact scope calculation
• Supplier food safety audit score tracking

4. Market Intelligence

• Commodity price forecasting (grains, livestock, dairy)
• Crop insurance claim assessment
• USDA / FAO report summarization
• Import/export regulation and phytosanitary requirement checking

5. Sustainability

• Regenerative agriculture practice assessment
• Water usage efficiency calculation
• Carbon sequestration potential estimation
• Organic certification readiness evaluation

Usage Examples

• "Predict corn yield for 500 acres in Iowa using current weather data"
• "Identify this pest from a field photo and recommend treatment"
• "Create HACCP plan for a frozen seafood processing facility"
• "Trace contamination source from a positive listeria test back to farm"
• "Analyze USDA WASDE report for soybean market outlook"

Data Sources

USDA NASS, FAO STAT, NASA MODIS, weather APIs, FDA recall database, and soil databases.