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Agriculture & Forestry

Build reliable autonomy faster with Foxglove.

Foxglove's powerful interactive visualization and data management platform empowers you to understand how your autonomous tractors and harvesters to robotic forestry equipment sense, think, and act in unpredictable and remote environments.

With unmatched performance and scalability, Foxglove enhances reliability and accelerates your development.

Agriculture and forestry robotics data visualization in Foxglove

Leading robotics companies build faster with Foxglove.

Scythe Robotics
Kubota
Bonsai Robotics
Burro
farm-ng

Visualization

Visualize everything in a comprehensive view.

Seamlessly integrate, visualize, and debug lidar, cameras, GPS, IMUs, environmental sensors, and more to better understand your robots, make data informed decisions, and increase reliability. With Foxglove's powerful visualization and advanced debugging capabilities you can exceed the precision, efficiency, and adaptability that agriculture and forestry demands.

Foxglove visualization of agriculture robotics sensor data

Analysis

Debug complex behaviour with ease.

Spot trends and critical events that influence behavior, enabling you to refine navigation and perception models with ease. Drill into messages and state changes, plot values over time, and overlay 2D annotations to highlight critical details like bounding boxes and labels for seamless analysis.

Analyzing agriculture robot behavior in Foxglove

Connecting to data

Connect to and analyze data anywhere.

Stream recordings on-demand, open local files, or connect to your live UAVs, UGVs, and other autonomous systems to gain real-time insights into how your robots sense, think, and act in dynamic and unforgiving environments. Fine-tune planning algorithms and deploy improvements with confidence.

Connecting to agriculture robotics data in Foxglove

Data Management

Drive innovation and manage your fleet.

Empower your entire organization to collaborate effectively and build safer, more reliable autonomous systems. Whether you're reviewing your entire fleet or focusing on a single robot at a specific point in time, Foxglove seamlessly manages your data and enables cross-team collaboration—helping your team align on solutions and drive innovation.

Managing agriculture fleet data in Foxglove

Data Management

Foxglove streamlines your data management, so you can focus on building reliable robots, faster.

Foxglove data management pipeline diagram

Foxglove simplifies data serialization, transportation, and processing—whether you're dealing with asynchronous data streams from diverse sources or trawling through petabytes of recorded data.

Use the SDK for live visualization, logging, and remote monitoring. Use the Foxglove Agent to simplify importing recordings and uploading local files directly.
Index data by robot, time, and topic, set retention policies for effective data management, and seamlessly integrate with existing data pipelines.
With flexible access via the UI, API, or CLI, you can retrieve only the data you need for efficient exploration and analysis.

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