Agricultural commodity market outlook for grower and ag-trader agents. Synthesizes USDA WASDE and FAO data, futures price context, supply/demand balance, and exporter/importer outlooks for any crop.

Input cost intelligence for grower and farmer agents. Returns current fertilizer (N/P/K), seed, and crop-protection pricing with breakeven analysis, trend direction, and cost-reduction opportunities.

Irrigation recommendation for grower and agronomist agents. Returns an ET0-based water budget, soil-moisture deficit, next rain-event timing, and precise irrigation scheduling for any crop and location.

Pest and disease risk assessment for grower and agronomist agents. Returns active threats, EPPO and FAO IPPC outbreak alerts, weather-conducive conditions, and IPM treatment guidance for any crop.

Planting window optimizer for grower and farmer agents. Returns optimal planting dates from live air temperature, observed soil wetness, frost dates, crop calendar, and growing-degree-day requirements.

Seasonal intelligence brief for grower, ag-trader, and buyer agents. Returns global production outlook, weather situation, crop health, market summary, top risks, and action items in one read.

Soil intelligence for grower and agronomist agents. Returns live soil moisture at multiple depths, soil temperature, evapotranspiration, and soil-health signals for any location.

Crop weather risk assessment for grower and farmer agents. Returns 7-14 day crop-specific risk analysis covering frost, heat stress, drought, waterlogging, and critical action windows.

Crop yield forecast for grower and ag-trader agents. Synthesizes USDA WASDE and FAO supply/demand, production estimates, price implications, and a regional breakdown for any major crop.