DescriptionOverview of the initiative and its approach.
AGMRI is a high-resolution aerial imagery and analytics platform that delivers actionable intelligence to growers and ag retailers. The solution enables monitoring of crop health, emergence, weed pressure, nutrient deficiencies, disease risk, and yield forecasts using high-resolution imagery, weather, soil, and machine-data layers. The platform supports data-driven decision making to optimize farm management, reduce risk, and improve agronomic and economic outcomes.
TechnologyTechnology used by the initiative.
AGMRI processes data from aerial imagery (satellite, fixed-wing or drone), thermal and multi-spectral sensors, weather, soil and topography, and machine-operation data. The platform runs computer vision, machine learning and deep-learning algorithms in the cloud to detect crop stress, nutrient deficiency, weed pressure, emergence irregularities, and disease risk. AGMRI provides interactive field-level maps, alerts and dashboards via web-based and mobile user interfaces, enabling growers to monitor fields in real time and plan interventions.
TargetUsers, groups, or communities targeted by the initiative.
The solution targets medium and large farms, agricultural retailers and farm advisors, and cooperatives managing multiple fields. Users receive field-scale, season-long agronomic insights, enabling them to optimize nitrogen applications, detect crop stress, improve scouting efficiency and make data-backed decisions to enhance productivity and sustainability.
Business modelHow the initiative delivers and sustains its value.
The solution operates on a subscription and or service-fee model where clients can access the AGMRI analytics platform and pay for seasonal or acreage-based services.
ImpactThe observed or intended effects of the initiative.
According to resources available online, AGMRI enables farm operators to identify yield-limiting factors such as nutrient deficiency, stress, weeds, disease, optimize input use, reduce waste, and increase yield potential.
PartnersOrganizations and stakeholders involved in the initiative.
AgFiniti; Climate FieldView; John Deere Operations Center; CNH Industrial
Four BettersThe FAO Four Betters supported by the initiative.
Better production
Better environment
