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Crop and Agronomy Intelligence

The Crop & Agronomy Intelligence Module is an AGPL-3.0+ open specification for building an intelligent agricultural decision-support system that combines crop science, agronomic expertise, artificial intelligence, and predictive analytics. The module provides a comprehensive framework for crop-specific intelligence across commodities such as corn, wheat, soybeans, cotton, rice, vegetables, citrus, and specialty crops. It defines systems for growth-stage tracking, phenology modeling, yield forecasting, soil health analysis, and scenario simulation for irrigation and fertilizer strategies while maintaining transparent, explainable recommendations that support farmers and agronomists.

Designed as a modular and extensible agricultural intelligence layer, this specification integrates rule-based agronomy engines with AI systems, scientific crop models, and trusted guidance sources from agricultural research organizations, university extension programs, and government datasets. The platform enables data-driven farm management while preserving human decision-making, allowing growers, researchers, and agricultural technology developers to create open, adaptable tools for improving productivity, resource efficiency, and long-term soil sustainability.

This specification is released under the GNU Affero General Public License v3.0 or later (AGPL-3.0+) and may be used freely with required attribution under Section 7. A Specification Branding License is available for attribution-free deployments, with fees based on usage, scope, and deployment size.

Specification Repository:

  • YieldStack – An open-source, AGPL-3.0+ agricultural intelligence platform that optimizes water and nitrogen use through modular AI systems, real-time data integration, and explainable agronomic decision-making.

YieldStack Main Page

Specification Modules:

Crop and Agronomy Intelligence Module Specification Pricing:

Network Size# of UsersOne-Time PriceDuration
Small1 – 20$5,000Perpetual License
Medium21- 1000$17,000Perpetual License
Large1001 +Custom QuoteCustom Quote
buy the Specification Branding License