Question: I need a tool to visualize and debug complex robotics data in real-time, can you suggest something?

If you need a tool to visualize and debug complex robotics data in real-time, Rerun is a great option. Rerun is a software development kit that lets you log and visualize computer vision and robotics data in real-time. It includes a time-series database and visualization engine that lets you validate, debug and explain system data with very little code. It supports multimodal data like tensors, point clouds and text, and has high-performance interactive 2D/3D visualization. It's designed to be flexible and scalable, useful for robotics, spatial computing and finance.

Another good option is Roboto, a data engine for ingesting log data from robots and other sources. It includes AI-powered search, so you can query data with multi-modal queries and explore patterns and edge cases. Roboto supports natural language search and signal search technology, so you can find what you need in a big data set. It also has cloud-based data storage with tagging and metadata for fast data retrieval, which can be very useful for real-time debugging and visualization.

For a more collaborative approach, Airbook offers a collaborative data workspace that connects to more than 150 data sources, including databases and data warehouses. It offers SQL, Python and no-code interfaces for querying data, collaborative workspaces and visualization tools. Airbook is good for a variety of use cases, including marketing and product analytics, and can help teams make more data-driven decisions with its broad integration abilities.