One Robot
World models for robot evals and training.
One Robot is a business in industrials based in San Francisco, CA, USA.
Profile
One Robot builds simulation environments that are realistic to see and realistic to interact with, so robotics teams can train and evaluate robot policies without being bottlenecked by robot time.
Today, improving a VLA often means more real-world hours: setting up the scene, running trials, resetting, and repeating. This loop is slow, expensive, and hard to scale. For example, material handling and manufacturing assembly tasks, models need far more training and evaluation data than teams can collect in the real world.
We use task-specific data to build world model-based simulation environments for hard manipulation tasks (for example, textiles and box folding). These environments help teams run more training and evals, find failure modes faster, and accelerate iteration on action policies with less dependence on real-world data collection and robot availability.
Its activity falls under industrials; the profile below is assembled from public directory data.
Its base of operations is San Francisco, CA, USA.
The company is listed at the Winter 2026 stage of development.
Recorded headcount: 2 employees.
Directory analysis
One Robot develops realistic simulation environments that allow robotics teams to train and evaluate robot policies without relying on extensive real-world robot time. The company focuses on hard manipulation tasks, such as textiles handling and box folding, creating world model-based simulations to accelerate training and identify failure modes. Their approach aims to reduce the slow, costly loop of real-world testing and enable faster iteration for industrial robotics applications.
Positioning: Positioned within the robotics simulation and training market, One Robot offers a niche solution that targets the bottleneck of real-world robot hours. With a small team and early-stage status, it appears to be a specialized provider catering to teams needing high-fidelity simulation for complex manipulation tasks.
Note: One Robot provides realistic simulation environments for hard manipulation robotics tasks.
Auto-generated directory analysis from public data · updated 8 Oct 2026. Informational only, not investment advice.
| Sector | Industrials |
|---|---|
| Headquarters | San Francisco, CA, USA |
| Country | USA |
| Employees | 2 |
| Stage | Winter 2026 |
Website: www.onerobot.io
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