GrainRate™: Intelligent Mycotoxin Defense

See Risk. Secure Yield.

About GrainRate™

For U.S. crop producers, elevators, and processors, mycotoxins represent a multi-billion-dollar annual threat. The current approach is a costly cycle of testing, guesswork and loss.

GrainRate™ is a patent pending (US Provisional 64/078,568), revolutionary agricultural risk management agentic system that leverages two highly specialized AI agents to predict mycotoxin contamination risks and optimize storage or offloading decisions. By combining real-time environmental data analysis and leveraging the most advanced AI vision capabilities with intelligent decision-making, our agentic system helps farmers, grain elevators, and agricultural processors minimize losses and maximize crop value.

Technical Capabilities and User Requirements

Analyses

Temperature anomalies analysis,
Crop progress reports, health and growth stage condition assessments
Soil moisture anomaly mapping
Real-time drought classification and analysis
Weather and quantitative precipitation forecasting
USDA-approved grain warehouse facilities database integration
US Ethanol biorefineries and production facilities database integration

Risk Calculation Engine

Crop-specific algorithms for corn, wheat, soybeans, and peanuts
Weighted multi-factor analysis based on scientific research
Confidence scoring for data reliability assessment
Automated threshold triggers for high-risk conditions

User System Requirements

Internet connectivity with a modern web browser for system interface access
API integration capabilities for enterprise users
Agricultural operation in United States (current coverage area)

How It Works

Two Intelligent Agents, One Seamless Solution

GrainRate™ operates through a coordinated network of two specialized AI agents that work in concert to provide end-to-end risk management.

Agent 1

Mycotoxin Prediction Risk Analyzer Agent

Analyzes and predicts contamination risks

Agent 2

Storage Arbitrageur Agent

Intelligently routes crops based on contamination risk levels, optimizing storage and processing decisions

This agent is your digital agronomist. As environmental conditions play a major role in the development of mycotoxin production, it analyzes multiple environmental data streams to calculate real-time mycotoxin risk scores:

Drought monitoring and indices
Soil moisture anomalies
Temperature anomaly tracking
Precipitation forecasting and outlooks
Crop stage vulnerability assessments

Key Features:

Real-time risk scoring (0-1 scale) for corn, wheat, soybeans, and peanuts
Multi-factor weighted analysis tailored to each crop type
Automated email notification reporting and threshold alerts for high-risk crops
Integration-ready JSON outputs for system interoperability

Considering your operation's location, the agent synergistically analyzes the environmental data against your specific crop type and growth stage. It doesn't just report data; it calculates a precise, dynamic risk score (0-1), telling you not just if you're at risk, but how much and why.

When a potentially high risk crop is identified,

this agent is triggered and activates as your logistics strategist. It evaluates all available post-harvest pathways:

Matching salvageable high-risk loads with nearest specialized drying facilities.
Identifying optimal, cost-effective storage.
Calculating the value of alternative routing (e.g., alternative markets - ethanol plants).
Ethanol plant routing options for unsalvageable contaminated product / alternative market offloading
Cost-benefit optimization of storage vs. alternative processing options
Producer decision support via direct email recommendations reporting

Key Features:

USDA-approved warehouse database integration
Transportation logistics optimization
US Ethanol biorefineries/producers database integration
Recommended negotiation protocols for high-risk batches
Direct email notifications to producers with actionable recommendations, mandating "Human-in-the-Loop" approval for high-impact decisions