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Integrate smart farming technology with accurate agricultural forecasting to help minimize disruptions and maximize crop production  
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Make your smart farm smarter 

Agribusiness is on the cusp of digital transformation.

Growing demands for food security have led to new methodologies for large-scale crop production. Meanwhile, the impacts of climate change have introduced new variability and risk into the agriculture industry. 

The IBM® Environmental Intelligence Suite offers farmers and food producers near real-time weather data sets and agriculture forecasting models powered by machine learning—powerful tools that help the agricultural sector plan for crop production, land utilization, supply chain and market demand.

Benefits of sustainable agriculture and how we get there

Explore why modern agricultural practices are the logical next step for the world to thrive.

What you can do
Predict supply chain 

Satellite imagery, weather forecasts and intricate modeling enable accurate forecasts of market supply, so that food processors and brands can source materials at a competitive price, meet competitive demands and use commodity and futures trading.

Forecast market demand 

A combination of weather and geospatial-temporal data, early detection of demand fluctuations and sophisticated AI modeling delivers accurate forecasts of product demand, enabling strategic resource planning for production, inventory, logistics, sales and operations. 

Develop agribusiness applications 

Hyper-local weather data, sophisticated modeling and rich APIs can be used to create customized solutions for planting, feeding, spraying and irrigation scheduling in farms and fields. 

Case studies Texas A&M AgriLife  

IBM and Texas A&M AgriLife are working together to help farmers receive insights for water usage, which can increase crop yield and decrease economic and environmental costs. 

Plan21 Foundation 

Plan21 Foundation and IBM improve global food security by helping smallholder farmers in Latin America manage crops more sustainably and productively.


Shell and IBM determined that one of the best paths forward is building a digital platform, OREN, to enable decarbonization through operational excellence, safety, and sustainability in mining.


Aeromexico and IBM are putting passenger safety at the forefront with informed climate risk analysis using geospatial data for the more than 100 routes in Mexico and worldwide.

Take the next step

Interested in learning more about how the Environmental Intelligence Suite can help you forecast and mitigate extreme weather events? Explore features in a free trial or request your personalized Environmental Intelligence Suite demo.

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