AgriTech & Food Safety

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.