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Esri

Esri powers 2 source-linked AI deployments documented in AIUseCaseHub, across 2 industries and 1 country.

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Use Cases

2

Industries

2

Countries

1

Hyperscaler mix

Filter Esri's implementations by cloud provider evidence.

Reported outcomes

1 case reports measurable results

−40%

Risk, reliability & safety

median · 1 metric

−60%

Time & speed

median · 1 metric

Medians of results published in Esri cases, normalized for comparability. See all benchmarks →

All Use Cases (2)

Microsoft

Schneider Electric modernizes utility grids with AI-powered digital platform

Schneider Electric, a leader in digital transformation for energy management and automation, launched the One Digital Grid Platform to address mounting challenges in the utilities sector. Built on Microsoft Azure, the platform employs AI for real-time insights, predictive analytics, and automation while ensuring the cybersecurity of grid operations. The system is designed to modernize infrastructures to handle higher electricity demand, to better integrate distributed energy resources (DERs) like EV charging or rooftop solar, and to ensure resilience against extreme weather events.The One Digital Grid Platform offers an interoperable solution that integrates mission-critical software into a secure and scalable ecosystem. Utilities benefit from real-time data insights, faster DER integration, automation of operational processes, and robust cybersecurity. The platform's architecture allows for plug-and-play integration with software from partners such as Esri and Uplight, enabling broader functionality such as asset management, grid flexibility, and enhanced customer engagement.Schneider Electric has partnered with Microsoft to leverage Azure’s hybrid cloud foundation, combining over 30 years of grid expertise with innovative digital technology. In addition, the investment in supporting energy and AI sectors within the US reflects a commitment to supporting regional growth.

Energy & UtilitiesUnited States
Microsoft

USDA enables data-driven sustainable farming across the US

The U.S. Department of Agriculture (USDA), in partnership with Microsoft, piloted Azure FarmBeats technology at its Beltsville Agricultural Research Center in Maryland.The FarmBeats project leverages IoT sensors, drones, satellites, and edge computing to collect and consolidate farm data.This collaborative pilot enables farmers to see crop and soil data in real time, improving resource allocation and climate resilience.FarmBeats uses TV white spaces to transmit data from remote fields to the cloud, bypassing limited rural internet access.Data from the pilot is expanding to over 200 farms, merging fragmented sources into a single, cloud-based platform on Azure.Farmers and researchers now gain actionable insights, improving monitoring of soil moisture, temperature, humidity, and crop health.Advanced analytics support better water and fertilizer management, with daily satellite images and historical data accessible to researchers and growers.The platform also helps the USDA break down internal data silos, enabling more efficient research nationwide and supporting continuous climate monitoring operations.With greater visibility, the USDA can optimize resource use, speed scientific analysis, and support climate-resilient growth strategies.The partnership also employs GIS mapping by Esri, delivering geographically precise recommendations to farmers across highly variable environments.

AgricultureUnited States