Autonomous Robotic Manipulation

Build reliable Arms faster with Foxglove.

Foxglove is a purpose-built platform to visually debug and manage multimodal data, so you can accelerate and scale your physical AI development.

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Autonomous robotic manipulation visualization in Foxglove

Leading autonomous robotic manipulation companies build faster with Foxglove.

“We've been using Foxglove every day for almost three years now—it's become an indispensable tool for us.”

Vinny Senthil

Senior Software Engineer at Chef Robotics

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Visualization

Visually debug and track every joint movement.

Visualize your robot arm in a 3D scene with transforms, meshes, camera feeds, and point clouds. Stream high-frequency joint, end-effector, and sensor data to debug motion planning, grasping, or collision issues in real time.

Robot arm joint visualization in Foxglove 3D scene

Analysis

Analyze deeper and discover hidden motion issues.

Plot velocity, pose, and sensor data over time to catch drift, misalignments, or path deviations. Share customizable layouts with charts and diagnostics to keep your team aligned and speed up root-cause analysis.

Connecting to data

Control your data and manage your fleet at scale.

Stream or replay data effortlessly, filter by topic or timestamp, and tag key events. Overlay floor maps and routes to trace behaviors in context, making data-driven decisions easier as your AMR deployments scale.

Connecting to robot arm data in Foxglove

Data Management

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

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.

FAQ

Can I try Foxglove for free?

Yes, absolutely. Foxglove's free plan is available to everyone and will remain free forever. You can have up to 3 users, 10 GB of cloud storage, and 10 devices (i.e., robots).

Are academic discounts available to students and researchers?

Yes. Students, professors, and researchers alike—anyone using Foxglove for academic purposes—can access Foxglove free of charge. Invite your entire lab or team, leverage the data platform, and take advantage of all Foxglove features to help advance the robotics community at large.

Can Foxglove be used for my particular robotics application?

Most likely, yes. Foxglove supports a wide range of data formats and offers several connection options, including the ability to use local files with no internet connectivity. Foxglove's extensibility also allows you to build bespoke panels, convert custom messages, alias topic names, and configure layouts to suit your unique needs. Read the documentation at docs.foxglove.dev/docs/connecting-to-data/introduction#data-sources to learn more.

What data formats does Foxglove support?

Foxglove natively supports MCAP, ROS 1, ROS 2, and custom formats like Protobuf, JSON, or FlatBuffers, using an encoding-agnostic WebSocket connection or a local or remote MCAP file.

What development workflows can Foxglove help my team with?

Foxglove's primary use cases include multimodal data visualization and management. Visualizing all your robotic data on a single screen enables you to troubleshoot and debug issues more quickly. Managing data through Foxglove's connections and platform creates seamless development loops: while your robot operates and records data, you identify issues, make improvements, redeploy, and repeat.

Are data recordings uploaded to Foxglove secure?

Yes, absolutely. Foxglove enforces HTTPS on all connections, encrypts data in transit with TLS 1.2, and secures data at rest with AES 256-bit encryption. Foxglove also uses single sign-on (SSO) and Security Assertion Markup Language (SAML) for secure authentication. Additionally, Foxglove is SOC 2 Type II certified and General Data Protection Regulation (GDPR) compliant. View the security page at foxglove.dev/security to learn more.

How long does it take to integrate and start using the Foxglove platform?

You can start using the Foxglove platform instantly. Simply drag .bag or .mcap files onto the screen to begin visualizing your data. Connecting to your robot is just as easy—use a WebSocket, the Foxglove Rosbridge, or the Foxglove Agent.

Do I need to sign up for a paid plan for my team to use Foxglove?

Not if your team has 3 or fewer people. If your team has 4 or more people, you will need to sign up for the Starter or Team plan to continue using Foxglove.