We’re Hiring Now!

We train factory brains.

Deploy AI directly onto robots that learn your tasks the way your workers do them.

Then repeat them 24/7 with
no breaks, no turnover, and no rework.

Traditional automation can't handle variability.

85% of manipulation tasks in high-mix manufacturing are still done entirely by hand. Not because robots don't exist because no robot was fast, cheap, or smart enough to handle tasks where nothing is ever exactly the same twice.
Wire gauges change. Parts arrive in different orientations. Materials vary batch to batch. Traditional automation requires perfectly repeatable inputs. Real factory floors never give you that.
There's a widening gap between fixed automation and fully human. We close it.
Automation cell

Let's build the future of production.

Automating high-mix, high-variability
tasks traditional automation can't touch.

First deployment.


Kick-off to production in 4 weeks.
Current pilot task - assembly.

95% ↓

less labor per unit

<5 h

of on-site data

0

facility modifications
Second deployment in pipeline.

A world action model,
purpose-built for industrial tasks.

Trained on internet-scale video data, specialized on robot data, and built for reliability with reinforcement learning. An end-to-end software platform that integrates directly into your existing workflow works on your robot, across embodiments.
As each deployment succeeds, it feeds data back to improve every other deployment. The fleet gets smarter as it grows.
Our Partners
NVIDIA inception
Trossen Logo
Placeholder client logo
Placeholder client logo
Placeholder client logo
Placeholder client logo

Get in touch.

Customers

Tell us about your factory floor.
Scalable, repetitive tasks you need automated? Let's talk.

Research

Collaboration & paper submissions
Collaborate on foundation models, sim-to-real, and embodied AI.

Investors

Seed round & deck requests.
Let's build the future of factories.

Investors

Seed round & deck requests.
Let's build the future of factories.

Research

Collaboration & paper submissions
Collaborate on foundation models, sim-to-real, and embodied AI.

We’re Hiring Now!

We train factory brains.

Deploy AI directly onto robots that learn your tasks the way your workers do them.

Then repeat them 24/7 with
no breaks, no turnover, and no rework.

Traditional automation can't handle variability.

85% of manipulation tasks in high-mix manufacturing are still done entirely by hand. Not because robots don't exist because no robot was fast, cheap, or smart enough to handle tasks where nothing is ever exactly the same twice.
Wire gauges change. Parts arrive in different orientations. Materials vary batch to batch. Traditional automation requires perfectly repeatable inputs. Real factory floors never give you that.
There's a widening gap between fixed automation and fully human. We close it.
Automation cell

Let's build the future of production.

Automating high-mix, high-variability
tasks traditional automation can't touch.

First deployment.


Kick-off to production in 4 weeks.
Current pilot task - assembly.

95% ↓

less labor per unit

<5 h

of on-site data

0

facility modifications
Second deployment in pipeline.

A world action model,
purpose-built for industrial tasks.

Trained on internet-scale video data, specialized on robot data, and built for reliability with reinforcement learning. An end-to-end software platform that integrates directly into your existing workflow works on your robot, across embodiments.
As each deployment succeeds, it feeds data back to improve every other deployment. The fleet gets smarter as it grows.
Our Partners
NVIDIA inception
Trossen Logo
Placeholder client logo
Placeholder client logo
Placeholder client logo
Placeholder client logo

Get in touch.

Customers

Tell us about your factory floor.
Scalable, repetitive tasks you need automated? Let's talk.

Research

Collaboration & paper submissions
Collaborate on foundation models, sim-to-real, and embodied AI.

Investors

Seed round & deck requests.
Let's build the future of factories.

Investors

Seed round & deck requests.
Let's build the future of factories.

Research

Collaboration & paper submissions
Collaborate on foundation models, sim-to-real, and embodied AI.

We’re Hiring Now!

We train factory brains.

Deploy AI directly onto robots that learn your tasks the way your workers do them.

Then repeat them 24/7 with
no breaks, no turnover, and no rework.

Traditional automation can't handle variability.

85% of manipulation tasks in high-mix manufacturing are still done entirely by hand. Not because robots don't exist because no robot was fast, cheap, or smart enough to handle tasks where nothing is ever exactly the same twice.
Wire gauges change. Parts arrive in different orientations. Materials vary batch to batch. Traditional automation requires perfectly repeatable inputs. Real factory floors never give you that.
There's a widening gap between fixed automation and fully human. We close it.
Automation cell

Let's build the future of production.

Automating high-mix, high-variability
tasks traditional automation can't touch.

First deployment.


Kick-off to production in 4 weeks.
Current pilot task - assembly.

95% ↓

less labor per unit

<5 h

of on-site data

0

facility modifications
Second deployment in pipeline.

A world action model,
purpose-built for industrial tasks.

Trained on internet-scale video data, specialized on robot data, and built for reliability with reinforcement learning. An end-to-end software platform that integrates directly into your existing workflow works on your robot, across embodiments.
As each deployment succeeds, it feeds data back to improve every other deployment. The fleet gets smarter as it grows.
Our Partners
NVIDIA inception
Trossen Logo
Placeholder client logo
Placeholder client logo
Placeholder client logo
Placeholder client logo

Get in touch.

Customers

Tell us about your factory floor.
Scalable, repetitive tasks you need automated? Let's talk.

Research

Collaboration & paper submissions
Collaborate on foundation models, sim-to-real, and embodied AI.

Investors

Seed round & deck requests.
Let's build the future of factories.

Investors

Seed round & deck requests.
Let's build the future of factories.

Research

Collaboration & paper submissions
Collaborate on foundation models, sim-to-real, and embodied AI.