ind agriculture
Granular (Corteva)
Farm management platform with AI-powered field analytics, crop planning, and financial tracking — the operating system for modern commercial farming operations.
Why It Matters
Connects agronomic decisions to financial outcomes in real time — knowing the profit per acre for each crop decision is the data edge that separates efficient farms from inefficient ones.
Limitations
Pricing scales with operation size · Best for larger operations
Last updated: Mar 18, 2026
Ethics & Responsibility
70
Good
Above-average practices with good transparency.
Safety
75
Good safety practices in place with active monitoring.
Bias
70
Active bias monitoring with documented fairness practices.
Power
48
Concentrated control with limited transparency.
Copyright
78
Clear content policies with attribution practices.
Security
72
Robust safeguards against malicious use.
Privacy
65
Standard data practices; some collection.
Environment
78
Active sustainability initiatives and reporting.
Military
72
Clear restrictions on defense applications.
Arts
78
Supports creative workflows with some attribution practices.
Truth
74
Good accuracy with some source attribution features.
Cognition
67
Standard AI assistant; some dependency risk.
Known Concerns
- Owned by Corteva (DowDuPont spin-off) — agrochemical industry ties
Last updated: 2026-03
How we score ethics:
Tools are evaluated across 11 categories based on public disclosures, third-party audits, regulatory actions, and documented incidents.
Good Bot = Top 25% of ethics scores
Bad Bot = Bottom 10% of ethics scores
User Ratings
Ag Professional
"Granular gives us visibility into our operation we never had before. The per-field profitability analysis is invaluable."Read reviews on Ag Professional →
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