World model for Embodied AI

World model for Embodied AI

At Saturn Dynamics, we're building an extremely efficient generative simulation for the entire development cycle of embodied intelligence, from training to deployment.

At Saturn Dynamics, we’re building an extremely efficient generative simulation for the entire development cycle of embodied intelligence, from training to deployment.

Backed and advised by

Backed and advised by

Industry leaders shaping our world's infrastructure

Industry leaders shaping our world’s infrastructure

Intelligent machines shouldn't have to learn by trial and error in the real world.

Arc is our World Model that helps machines understand how the physical world behaves, so they can master complex situations safely, making them smarter, faster, and reliable.

Intelligent machines shouldn’t have to learn by trial and error in the real world.

Arc is our World Model that helps machines understand how the physical world behaves, so they can master complex situations safely, making them smarter, faster, and reliable.

Interactive worlds to train autonomy at massive scale

Interactive worlds to train autonomy at massive scale

Saturn Dynamics Arc

Saturn Dynamics Arc

Generation on RTX6000

250 fps

Robot arm opening a filing cabinet drawer in an office, frames generated by Saturn Dynamics Arc

Nvidia Cosmos 3 Nano

Nvidia Cosmos 3 Nano

Generation on RTX6000

2.2 fps

The same robot arm and filing cabinet scene, frames generated by Nvidia Cosmos 3 Nano

Our process

Our process

From zero to deployment

Case review

Assessment

Customization

Deployment

Tell us more about your use case and we'll understand how we can best support you.

Technical call

Assessment

Customization

Deployment

Tell us more about your use case and we'll understand how we can best support you.

Our process

From zero to deployment

Physical AI you can trust, test, and deploy

Physical AI you can trust, test, and deploy

Physical AI you can trust, test, and deploy

Train and evaluate robotics intelligence in generated environments, to deploy it confidently into the real ones.

Two engineers examining a robot arm in a lab

Robotics teams

Engineers in hard hats and hi-vis vests overseeing robot arms on an electronics production line

Heads of manufac­turing

Overhead view of yellow industrial robots working on car bodies along an assembly line

System integrators

Two engineers examining a robot arm in a lab

Robotics teams

Train better policies, with less real-world data.

Use Arc to generate interactive experience at massive scale, stress-test policies across edge cases, and iterate before spending hours collecting data on real hardware.

Engineers in hard hats and hi-vis vests overseeing robot arms on an electronics production line

Heads of manufac­turing

Overhead view of yellow industrial robots working on car bodies along an assembly line

System integrators

Our values

Our values

Excellence and agency

Impossible is questionable

Go deep, commit and deliver

Go deep, commit and deliver

Radical trust and transparency

Radical trust and transparency

Data, proof and clarity

Data, proof and clarity

Impossible is questionable

Excellence and agency

Get in touch

Get in touch

Ready to build what's next?

London, UK

5 Merchant Square, W2 1AS

© 2026 Saturn Dynamics™All rights reserved.

© 2026 Saturn Dynamics™All rights reserved.

Saturn Dynamics

Saturn Dynamics