GIS Software for Mapping and Spatial Analytics | Esri

Geospatial AI delivers deeper insights at scale

Leaders are using geospatial technology enriched with AI to accelerate automation, prediction, and optimization.

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An elevation map where geospatial artificial intelligence tools have identified buildings endangered by landslides, against a backdrop of an island port with green mountains

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Leading organizations in virtually every field use Esri technology to support daily operations and guide long-term strategies. Explore stories of organizations innovating with ArcGIS.

RISK ANALYTICS AND MITIGATION

Fannie Mae predicts natural hazard risks to US housing

Data scientists at Fannie Mae are using location-specific models to predict the risks and impacts of natural hazards such as flooding and extreme weather. With geospatial technology, they can process national datasets to reveal hyperlocal realities. This knowledge informs and facilitates equitable and sustainable access to homeownership and quality affordable rental housing across America.

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A 3D image of a residential neighborhood with some homes outlined in red representing homes at risk