Allowing any robot to do any task, all from one brain, and all from one platform.
Overview
Bringing AI out of simulation and into the real world
Most AI today never leaves the browser tab. Real work happens in physical spaces, where parts jam, lighting shifts, dust settles and no two runs are identical. 3GEN builds the deployment and operations layer that lets you get robots doing real tasks, faster than ever before.
See how Bellwether works
Introducing
Bellwether deployment and operations system
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operator_run_housing_load.mp4
videos · manuals · specs · tolerances
Reading every source you have for how the job is done.
This alpha demo illustrates the Bellwether pipeline conceptually. Screens, flow, and terminology are subject to change in the shipped product.
Upload all training info
Videos of humans doing the work, training manuals, machine specifications, product tolerances, safety manuals — everything you have.
Define the task
Using normal text prompts, tell us how you want the work done. That text, combined with Bellwether's review of your materials, becomes a storyboard for your review and the marching orders our agents work from.
Simulate
Our agents build your robots in simulation and get them doing the job, thousands of times, making the process better each time.
Deploy
Once the simulation is perfect and trained for real-world deployment, Bellwether gets your robot to work — for real.
Reinforce
Your robot does the job in the real world, over and over again, constantly learning and improving. This is Bellwether — the learning never stops.
This alpha demo illustrates the Bellwether pipeline conceptually. Screens, flow, and terminology are subject to change in the shipped product.
How it works
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01
Sim-to-Real Engine
One of the primary problems in Physical AI is that training robots in simulation is far more efficient than training them in the real world. So that's what we do. But there are significant differences between the physics of simulation and the physics of the real world. Solving the Sim2Real problem means making simulated environments true to the physics of our world. This is the fundamental science 3GEN is solving with our Sim-to-Real Engine.
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02
World Action Model (WAM)
The World Action Model is one AI model capable of doing any task with any robot. This is 3GEN's end game. Once achieved, our clients will go from definition to deployment in minutes rather than months. By pulling only the pieces of the WAM required for the task at hand, 3GEN splits the model — pushing an efficient micro-model down to the robot while the WAM remains available to escalate any unknown edge cases.
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03
Deployment and Operations Platform
Bellwether Deployment orchestrates every step of turning a task definition into a functioning robot. Bellwether Operations is the management platform that lets you manage, maintain, move, add, change and constantly improve your entire fleet of 3GEN robotics. All in one place.
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Partners
Founders of the future
3GEN is a founding member of the Center for Smart Convergent Manufacturing Systems, a New York State Designated Center for Advanced Technology administered by RPI. That gives us three things.
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01
Elite lab infrastructure
Access to robotics facilities we could not build ourselves at this stage.
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Top robotics students
Early access to researchers who contribute to our projects directly.
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03
A manufacturing ecosystem
GE Vernova, GE Aerospace and Boeing are all in it, all adopting automation.
