

Physical AI
AI FOR THE REAL WORLD
AI that works in the physical world.
Physical AI transforms real-world operations and drives AI transformation in business. We connect data, AI, devices, and simulation to build systems that work in the field.
From collecting and preparing training and evaluation data to developing and deploying AI, and simulating robots and humanoids, we work across the full development cycle.
Capabilities
01Physical AI Data
Create training and evaluation data for perception and motion in industrial robots and humanoids, combining real-world data and simulation.
Edge AI
Deploy AI on field devices and sensors, developing everything from data collection and inference to business-system integration. Beyond implementing AI for specific goals, we also tune AI and build models, including preparing the data they require.
Robotics Simulation
Recreate robots and work environments in simulation to validate cognition and motion and prepare training and evaluation data. We can also tune AI for each robot.
Humanoid Simulation
Build task-specific virtual environments, validate motion, and prepare data for humanoid platforms such as Unitree.
Engagement
The right level of involvement.
For Physical AI and AI agents alike. Choose advisory, shared technical leadership, or embedded delivery.
Weekly, three days a week, and on-site presence indicate typical engagement levels. Cadence, duration, and team structure are agreed for each project.
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