Physical AI Layers
The layers organize the bottlenecks, infrastructure, and end markets that make up Physical AI.
- L1
AI Factory & Cloud Training Infrastructure
Compute, data and cloud infrastructure used to train and improve physical AI models.
Explore layer - L2
Grid, Power & Thermal Infrastructure
Generation, grid, storage and thermal systems that power physical intelligence.
Explore layer - L3
Materials & Critical Components
Strategic materials and precision components that constrain the entire stack.
Explore layer - L4
Manufacturing, EMS & Industrial Automation
Factories, integration and automation infrastructure required to deploy at scale.
Explore layer - L5
Edge Compute & Control Silicon
Embedded processors and control silicon delivering intelligence near the machine.
Explore layer - L6
Connectivity, RF & Positioning
Networks and positioning systems keeping machines connected, located and coordinated.
Explore layer - L7
Perception & Sensing
Vision, LiDAR, radar and sensing systems that let machines understand the world.
Explore layer - L8
Actuation & Motion Control
Motors, servos and controls that turn machine decisions into physical movement.
Explore layer - L9
Sim-to-Real, Digital Twins & Validation
Simulation and validation systems that let machines learn safely before deployment.
Explore layer - L10
Autonomy Software, Fleet Platforms & End Markets
Software and deployment platforms coordinating autonomous systems in the field.
Explore layer