SOL-01 / MANIPULATION
Intelligent Manipulation
Robots that perceive, understand and manipulate objects in unstructured environments.
Physical AI · Robotics · Autonomous Systems
Physical AI
for the real world.
We build intelligent robotic systems that perceive, reason, learn and act in the physical world.
Statement / 001
AI is moving
into the physical world.
Software AI transformed how we interact with information. The next generation of intelligent systems will interact with the physical world.
Robots have to deal with uncertainty, imperfect perception, dynamics, contact, latency, safety and constantly changing environments.
PAI Labs builds the intelligence that allows machines to operate within those realities.
The intelligence stack
PAI Labs works across the full stack — from foundation models down to real-time control and back through real-world data.
From AI research
to real systems.
SOL-02 / MOBILITY
Autonomous Mobile Systems
Navigation, perception and decision-making for robots operating in dynamic environments.
SOL-03 / PERCEPTION
Robot Perception
3D perception, object understanding, pose estimation and scene understanding.
SOL-04 / INTEGRATION
Physical AI Integration
Integrating modern AI models and learned policies into real robotic platforms.
SOL-05 / SIMULATION
Simulation & Sim-to-Real
Building simulation environments and pipelines for training and deploying intelligent robotic systems.
SOL-06 / SYSTEMS
Custom Robotics Systems
End-to-end development of robotic systems for specific applications.
Products
We are building reusable Physical AI technologies that turn advanced research into deployable systems.
Emerging — indicative product directions, not shipped specifications.
PRD-01
EMERGINGPAI Manipulation
General-purpose robotic manipulation intelligence.
PRD-02
EMERGINGPAI Vision
Perception and scene understanding for physical systems.
PRD-03
EMERGINGPAI Mobility
Autonomous navigation and mobility intelligence.
PRD-04
EMERGINGPAI Intelligence Platform
A software layer connecting perception, reasoning, planning and robot control.
What we've built
PROJECT 001General-Purpose Manipulation
A robotic manipulation system combining visual perception, grasp generation, motion planning and real-time control.
REAL ROBOTRGB-DVISIONMOTION PLANNINGROBOT LEARNINGCONTROL
View case study
PROJECT 002Autonomous Mobile Robot
An intelligent mobile platform combining perception, localization, planning and velocity control for real-world navigation.
MOBILE ROBOTBLDCMOTION CONTROLPERCEPTIONNAVIGATION
View case studyFrom idea
to physical system.
We combine frontier AI research with robotics engineering and real-world experimentation.
01
RESEARCH
02
PROTOTYPE
03
SIMULATE
04
TRAIN
05
DEPLOY
06
MEASURE
07
ITERATE
Simulation is useful. Reality is the benchmark.
Built on frontier AI.
We continuously evaluate emerging approaches and apply the ones that hold up on real hardware. These are technologies we explore and apply — not problems we claim to have solved.
- Vision-Language-Action Models
- Robot Foundation Models
- World Models
- Reinforcement Learning
- Imitation Learning
- Generative Models
- 3D Vision
- Robot Learning
- Simulation
- Sim-to-Real
- Classical Planning
- Optimization
- Real-Time Control
We build intelligence
that acts.
PAI Labs is a Physical AI technology company focused on building intelligent machines and robotic systems for the real world.
We combine advances in artificial intelligence with robotics engineering to create systems that can perceive their environment, reason about it, and take physical action.
More about usContactHave a physical
Have a physical
AI problem?
Whether you are exploring a new robotic application, looking to automate a physical process, or developing the next generation of intelligent machines, let's build it.