Top 10 AI tools to monitor environmental conditions

Scaling conservation with confidence: how Sand County Foundation uses real-time soil data to support farmer-led change

I’m in the field looking above ground. CropX sensors let me see what’s happening below ground—and that changed how we irrigate.

After years of relying on observation, memory, and tradition, Williams adopted CropX soil moisture sensing…

I’m in the field looking above ground. CropX sensors let me see what’s happening below ground—and that changed how we irrigate.

From gut feel to ground truth: how one Wyoming operator doubled alfalfa output and built a data-driven irrigation business

We’re not telling growers what to do—we’re showing them what’s happening in their soil, and letting the data guide the conversation. When they see it on the graph, it clicks.

An Iowa grower who farms approximately 600 acres relied on AGMRI to help manage his operation during the 2025 crop season.

Using AGMRI, this farmer gained new insights into his fields and additional information to help decide which hybrid to plant in various areas of them.

They have been leveraging AGMRI for several years, integrating insights into their decision-making with consistent results.

By leveraging AGMRI imagery and database tools, the grower was able to visualize emergence patterns at scale. The maps highlighted inconsistent emergence zones, which prompted a deeper investigation into the planter.…

AGMRI shows that one hybrid emerged better in the lower areas of the field.

AGMRI’s NVision map provided real-time visibility into nitrogen dynamics, helping the growers identify and validate where manure nitrogen was failing to sustain the crop. The map confirmed that starter fertilizer had…

The grower minimized wasted time and money spraying low-risk fields while still protecting high-risk fields from yield-robbing diseases.

With Helios AI, we're testing tools that make climate data accessible and practical - helping co-ops anticipate risk in real time.

With Helios AI, we built a crop-specific Brazil nut model, mapping regions across Bolivia, Brazil, and Peru - forecasting weather risk months before harvest and flagging disruptions before they hit our supply chain.

When the dry spell came as predicted, we stopped relying on what we had always known and started asking every week: what does the forecast say?

With Helios AI, we're testing tools that make climate data accessible and practical - helping co-ops anticipate risk in real time.

mapping regions across Bolivia, Brazil, and Peru - forecasting weather risk months before harvest and flagging disruptions before they hit our supply chain.

When the dry spell came as predicted, we stopped relying on what we had always known and started asking every week: what does the forecast say?

AyaGrow's AI solution revolutionised WAA's 800-hectare plantation, solving challenges in tree inventory, yield forecasting, and…

AyaGrow transformed TOPP's 4,000-hectare plantation management, automating tree census and terrain mapping to reduce annual…

AyaGrow's AI solution revolutionised WAA's 800-hectare plantation, solving challenges in tree inventory, yield forecasting, and…

AyaGrow transformed TOPP's 4,000-hectare plantation management, automating tree census and terrain mapping to reduce annual…

FluroSense wishes to acknowledge that the Romani Pastoral Company trial was funded by Meat & Livestock Australia mla.com.au.

This application map was created using the CCCI layer, and FluroSense suggested sampling points in different areas of the field. Ultimately, it shows high variability due to a waterlogged area on the north side of the field.

Learn how Cargill uses Regrow’s MRV to scale regenerative agriculture globally

Regrow has been a great partner for us, for helping us on the monitoring, verification and reporting aspect of the work that farmers are doing through Cargill RegenConnect.

Bountiful worked with us to understand the risk in our yield and production.

Their ability to apply scientific and agronomic insights to what is impacting our production on farm has helped us better understand where we can make greater impacts.

CropX Vision gives us the ability to take quick, accurate water stress measurements that don’t require specialized training or cumbersome equipment. This helps us easily create our weekly irrigation schedules.

CropX Vision gives us the ability to take quick, accurate water stress measurements that don’t require specialized training or cumbersome equipment. This helps us easily create our weekly irrigation schedules.