Architecture Overview · v2.0

FarmHawk AI Agents

Core AI Agents in FarmHawk

Input Sources

Sentinel-2 OpticalSentinel-1 RadarRainfall TrendsSoil MoistureTemperature DataFarm Boundaries

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AI Processing Layer

Farm IntelligenceSatellite AnalyticsWeather IntelligenceAgronomy AdvisoryNDVI · NDMI IndicesStress Detection

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Farmer Outputs

Health ScoresStress AlertsIrrigation PlansPest Risk FlagsAction ReportsLocalized Advice

Core AI Agents

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AGENT · 01

Farm Intelligence
Agent

Analyzes satellite data to understand crop health across the entire farm — detects problems weeks before they appear on the ground.

What it does

Converts farm boundaries into precision analysis grids

Collects Sentinel satellite imagery (radar + optical)

Computes NDVI and moisture vegetation indices

Detects crop stress patterns across the full farm

Outputs

Crop Health ScoreStress ZonesVegetation MapsEarly Warnings

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AGENT · 02

Satellite Analytics
Agent

Processes multi-source earth observation data — auto-selects the best satellite source based on weather conditions and availability.

Data Sources

Sentinel-2 optical multispectral imagery

Sentinel-1 SAR radar (cloud-cover resistant)

Vegetation indices: NDVI, NDMI, EVI

Key Capabilities

Cloud-Resistant MonitoringMulti-spectral AnalysisLarge-Scale Stress Detection

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AGENT · 03

Weather Intelligence
Agent

Analyzes climatic conditions affecting crop performance — combines weather with satellite data for context-aware recommendations.

Data Analyzed

Rainfall trends and seasonal patterns

Temperature anomalies and soil moisture signals

Climate anomalies and extreme weather events

Outputs

Drought Risk AlertsIrrigation GuidanceClimate Stress Analysis

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AGENT · 04

Agronomy Advisory
Agent

Converts satellite and weather analytics into farmer-friendly recommendations — generates localized action plans tailored to each farm.

Recommendations

Nutrient deficiency detection and treatment plans

Irrigation scheduling based on live data

Crop stress recovery guidance

Pest risk indicators and early intervention flags

Delivery

Localized Action PlansPer-Farm TailoredMultilingual Reports

Unified Farmer Outputs

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Health Score

Composite farm-wide crop health rating

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Early Alerts

Stress warnings weeks before visible damage

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Irrigation Plans

Precise water scheduling per field zone

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Action Reports

Localized multilingual PDF recommendations