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Physical AI for Intelligent Industrial Operations

Bringing AI beyond software by combining vision, robotics, world models, and edge intelligence to enable autonomous industrial systems.

Robotics · Vision · World Models · Edge AI

  • Intelligent Robotics

    • Collaborative Robots (Cobots)
    • Robotic Manipulation
    • Pick-and-Place Automation
    • Dynamic Motion Planning
  • Vision & Navigation

    • 3D Vision & Sensors
    • Semantic Navigation
    • Obstacle Recognition
    • Real-time Localization
  • World Models & Digital Twins

    • Physics-based AI Models
    • Digital Twins
    • Simulation & Validation
    • Predictive Decision Making
  • Edge & Industrial AI

    • Edge AI Inference
    • Factory Automation
    • Semiconductor Test Intelligence
    • Autonomous Operations

Sim-to-real pipeline

From simulation to the shop floor

Robot and vision behavior is validated in physics-accurate simulation before anything moves on the factory floor.

  1. Stage 01

    Perceive

    Capture the work cell with 3D vision and sensors, and build perception for pose estimation, obstacle recognition and real-time localization.

  2. Stage 02

    Simulate

    Model robots, cells and lines as physics-based digital twins to test scenarios and edge cases safely.

  3. Stage 03

    Train

    Train and validate robot policies and world models in simulation before they touch real equipment.

  4. Stage 04

    Deploy at the edge

    Optimize models for real-time inference on edge hardware, with motion planning close to the machines they control.

  5. Stage 05

    Operate

    Monitor autonomous operations on the floor and feed real-world data back into the twin to keep improving accuracy and throughput.

Real-world data feeds back into the twin

Technologies we work with

The NVIDIA and open-source tools we use at each stage, from world models and simulation to edge deployment.

Robotics, World Models & Simulation

World models

  • NVIDIA Cosmos
  • Isaac GR00T

Simulation

  • Omniverse
  • Isaac Sim
  • Warp
  • MuJoCo

Perception, Edge AI & Deployment

Vision & Edge

  • ROS 2
  • OpenCV
  • DeepStream
  • TensorRT
  • Jetson
  • Triton
  • CUDA
  • FoundationPose
  • cuMotion
Work with us as
  • Co-Engineering (Time & Material)
  • Managed Services (Fixed Price)
  • or Engineering Pods (Monthly Pod-based Pricing)
Compare engagement models

Tell us about the cell, line or inspection task you want to automate. We'll show you how vision, robotics, world models and edge AI would come together for it.

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