Robotics data logging & visualization
Robotics data logging & visualization covers SDKs, file formats and viewers/platforms that record, store, search and visualize multimodal robot data for debugging and dataset building.
In brief
Robotics data logging & visualization, in brief.
What it isRobotics data logging & visualization covers SDKs, file formats and viewers/platforms that record, store, search and visualize multimodal robot data for debugging and dataset building.
Where it sitsOne of 14 categories in the Robotics and physical AI layer. Robotics and physical AI covers the software and hardware used to build AI that moves in the real world: robot models, simulators, drone and driving stacks, robot platforms with developer kits, and the data they learn from.
What we track17 products, including Bagel (LLM querying over ROS bags/ULog), data_tamer (high-performance logging), Formant (data and teleop observability), Foxglove and Heex (smart-data platform for autonomous systems).
The products
17 products in Robotics data logging & visualization.
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ProductMakerIts own site
From our census of 2026-11-08. A product listed here is one that belongs in this category; the search answer says whether we have checked it.
Questions
Robotics data logging & visualization, answered.
What is Robotics data logging & visualization in AI infrastructure?Robotics data logging & visualization covers SDKs, file formats and viewers/platforms that record, store, search and visualize multimodal robot data for debugging and dataset building.
Which layer of AI infrastructure is Robotics data logging & visualization in?Robotics data logging & visualization is in the Robotics and physical AI layer. Robotics and physical AI covers the software and hardware used to build AI that moves in the real world: robot models, simulators, drone and driving stacks, robot platforms with developer kits, and the data they learn from.
Which products are in Robotics data logging & visualization?We track 17 products in Robotics data logging & visualization, including Bagel (LLM querying over ROS bags/ULog), data_tamer (high-performance logging), Formant (data and teleop observability), Foxglove, Heex (smart-data platform for autonomous systems), Lichtblick (open-source fork of Foxglove Studio), MCAP (log file format) and Nominal (test and operate hardware data suite). The full list is on this page.
Robotics and physical AI
The other categories in Robotics and physical AI.
Autonomous driving software stacksDrone stacksEmbodied-agent benchmarksHumanoid & robot platforms with SDKsLLM-to-robot interfaces & robot agentsROS ecosystemRobot cloud & fleet managementRobot foundation modelsRobot hardware dev kits & computeRobot learning datasetsRobot perception, SLAM & motion planning librariesSimulationTeleop / robot data collection