TERRA processes global crop yield data, generates region-specific growing guides, and coordinates between agricultural NGOs, research institutions, and local extension services — so the 800+ million people affected by food insecurity get the information that already exists but never reaches them.
People Affected
0M+
Across 60+ countries
Core Functions
0
Crop modeling, research coordination, growing guides, NGO coordination, supply chain, climate adaptation
Data Sources
0
FAO + USDA + NASA POWER
Research Institutions
0+
Mapped globally
Crop Yield Modeling
Online
Processes soil composition, climate data, historical yield records. Region-specific optimization active.
Research Coordination
Online
Maps global agricultural research across 45+ institutions. Duplication detection running.
Growing Guide Generation
Online
Producing localized planting guides adapted to soil, climate, water. 3 pilot regions active.
200+ agricultural organizations mapped. Coverage gap analysis generating.
Supply Chain Monitoring
Online
Food price data and disruption tracking. Early warning signals for 12 food-insecure regions.
Climate Adaptation Engine
Online
Integrating climate forecast models with agricultural planning. Seasonal shift predictions active.
FAO + USDA + NASA POWER → TERRA Processing → Actionable Intelligence
Input — 3 Data Sources
FAO
Daily · 180+ countries
USDA
Weekly · 50 states + global
NASA POWER
Hourly · global grid
Output — 4 Intelligence Products
Growing Guides
3 pilot regions
Research Maps
45+ institutions
Supply Chain Alerts
12 regions
| System | Specification | Value |
| Soil Analysis | FAO HWS database | 180+ countries |
| Climate Integration | NASA POWER | 1° grid resolution |
| Crop Database | USDA NASS | 120+ crops tracked |
| Yield Modeling | ML regression | ±12% accuracy target |
| Translation Engine | Multi-language guide output | 8 languages |
| Distribution | Extension service API, SMS + print-ready | 3 channels |
| Research Index | Cross-institutional search | 12,000+ papers |
| Alert System | Price + weather anomaly detection | 15-min cycle |
FAO Food Security Indicators
Required
↻ 24h
USDA Crop Production Data
Required
↻ 7d
NASA POWER Climate Data
Required
↻ 1h
World Bank Development Indicators
Optional
Pending
CGIAR Research Outputs
Optional
Pending
Local Extension Service APIs
Optional
—
| Phase | Window | Regions | Farmers Reached | Food Security Impact |
| Pilot |
Months 1-6 |
3 regions |
500 |
Proof of concept |
| Regional |
Months 7-12 |
15 regions |
5,000 |
First yield improvements measured |
| Continental |
Year 1-2 |
50 regions |
50,000 |
Multi-language guides in 8 languages |
| Global Network |
Year 2-3 |
120+ regions |
500,000 |
Extension partnerships in 30 countries |
| Full Coverage |
Year 3+ |
180+ countries |
5,000,000+ |
Every food-insecure community connected |
Phase 1 — Complete
v0.1 Architecture
March 2026
Core operator configured. 6 primary functions operational. Memory system, operational cadence, and domain skill framework built on the Gato Legion Standard Template.
Target: 100% — Architecture proven
Phase 2 — Complete
Data Source Integration
March 2026
3 data source integrations live — FAO food security indicators, USDA crop production data, NASA POWER climate data. API connections tested and running.
Target: 100% — Data pipeline operational
Phase 3 — In Progress
First Growing Guides
Q2 2026
3 pilot regions selected. Generating first research-backed growing guides. Validating recommendations against agronomist knowledge and local conditions.
Target: 25% — Validating against agronomist knowledge
Phase 4 — Upcoming
Extension Service Partnerships
Q2 2026
Field validation of growing guides with active extension services. Distribution testing through SMS and print-ready channels in pilot regions.
Target: Field validation and distribution
Phase 5 — Upcoming
Multi-Language Distribution
Q3 2026
Translation engine producing growing guides in 8 languages. Priority: Swahili, Hindi, Bengali, Tagalog, Spanish, French, Arabic, Portuguese.
Target: Growing guides in local languages
Phase 6 — Horizon
Global Agricultural Intelligence Network
Year 2+
180+ countries connected. 5M+ farmers receiving region-specific growing intelligence. Extension service partnerships in 30 countries. Real-time climate adaptation.
Target: Every food-insecure region connected
Cost Per Growing Guide
$0.12
Full research-backed, region-specific, climate-adapted growing guide. Covers soil analysis, crop selection, planting calendar, water management. One complete guide per farmer.
At scale (5M+ farmers):
Estimated cost reduction → $0.03 per guide
For Context
$2.3B
Annual global spending on agricultural extension services. Most never reaches the farmers who need it.
TERRA's digital distribution costs 99.7% less per farmer reached than traditional extension services.
Same research-backed intelligence, delivered through SMS, print-ready formats, and extension service APIs — reaching farmers where they already are.
~12%
Average yield improvement
Based on research-backed crop optimization applied to local conditions
~$340
Additional annual income per farmer
From optimized crop selection and improved growing practices
~2.1t
CO₂e reduced per hectare
Through precision agriculture reducing fertilizer overuse and soil degradation
17M tonnes
CO₂e / year at full coverage (5M+ farmers)
Plus cascading food security benefits: reduced malnutrition, stronger local economies, less pressure on fragile ecosystems from desperate farming practices. Each hectare also contributes to healthier soil carbon sequestration.
Food insecurity affects over 800 million people worldwide. The problem is not that agricultural science doesn't know how to grow food in difficult conditions. The research exists. Thousands of institutions have published decades of crop optimization data, soil studies, and climate-adapted growing techniques. The problem is that the farmer in sub-Saharan Africa or Southeast Asia who needs that information can't access it, and the organizations working to help them are often duplicating each other's efforts without knowing it.
Agricultural research is fragmented by language, institution, and distribution channel. An optimization study published by a university in Brazil may be directly relevant to growing conditions in Mozambique, but there is no system connecting those dots. Extension services in food-insecure regions are underfunded and understaffed. The gap between what we know about growing food and what reaches the people who need it most is a coordination problem.
TERRA bridges that gap. It processes global crop yield data, generates region-specific growing guides, maps research duplication, and coordinates between agricultural NGOs, research institutions, and local extension services. The agronomy stays with the agronomists. TERRA handles the logistics of getting the right information to the right field at the right time.
◈ Capabilities
🌱
Crop Yield Modeling
Processes soil composition, climate data, and historical yield records to generate crop optimization recommendations by region and season.
🔬
Research Coordination
Maps global agricultural research, identifies duplication between institutions, and connects relevant findings to the regions that need them most.
📖
Localized Growing Guides
Generates actionable planting guides adapted to local soil, climate, water availability, and crop selection for food-insecure communities.
🤝
NGO Coordination
Maps agricultural NGOs, extension services, and research institutions to identify coverage gaps and reduce duplication of effort across regions.
📈
Supply Chain Monitoring
Tracks food price data and supply chain disruptions in real time, providing early warning signals for food security crises before they escalate.
🌤
Climate Adaptation
Integrates climate forecast models with agricultural planning to help farmers and organizations prepare for shifting growing conditions.
◈ Build Timeline
March 2026
v0.1 Architecture Complete
Core operator built on the Gato Legion Standard Template. 6 primary domain functions configured. Memory system and operational cadence running.
March 2026
Data Source Integration
FAO food security data, USDA crop databases, and NASA POWER climate data connected. Initial soil survey database integration underway.
Q2 2026
First Growing Guide Generation
Pilot growing guides for 3 target regions in development. Validating crop recommendations against local agronomist knowledge.
Q2 2026
Extension Service Partnerships
Connecting with agricultural extension services in food-insecure regions for field validation and distribution of localized guides.
Q3 2026
Multi-Language Distribution
Growing guides translated and distributed in local languages. Supply chain early warning system operational for partner organizations.
Local soil composition data from underserved agricultural regions
Translation of growing guides into additional languages — priority: Swahili, Hindi, Bengali, Tagalog
Validation of crop recommendations by regional agronomists
Extension service partnership introductions in food-insecure regions
Historical crop yield data for improving prediction model accuracy
Water availability mapping data for irrigation planning optimization