Simulation environment platforms
Cloud platforms for hosting, sharing, and interacting with simulated robotics environments, with browser-based 3D scene and physics editing that does not require writing code.
Capabilities Robotics
Physical-AI simulation infrastructure, built for production.
Robots learn fastest in simulation, so the real bottleneck is generating realistic virtual worlds and turning them into training data. We build the full simulation platform and data pipeline that physical-AI and robotics teams need to train robots at scale.
✸ The gap
The hard part isn't the model. It's the platform.
✸ What we build
From a research idea to scalable training data.
Streaming simulation SDKs
SDKs for on-demand streaming and loading of simulation components, so large, heavy scenes run without heavy clients.
Virtual-to-real data pipelines
Pipelines that turn symbolic simulations into photorealistic training data, the core of scaling robot training beyond what real-world data alone allows.
World-builder AI
Generative systems that turn a concept into a usable virtual training environment in seconds.
VR data collection and annotation
WebXR environments for collecting and annotating training data in virtual reality, hardened for device compatibility and stability.
ML training-data infrastructure
Logging and analytics for capturing and organizing large volumes of model-training data, plus photorealistic scene reconstruction from real-world photos via Gaussian splatting.
✸ The stack we work in
Simulation, rendering, and training.
