A Little More About 3GEN Robotics
Plan your automation project yourself.
Bellwether helps you design a workflow that combines robots, AI software and people, watch it run in simulation, and leave with a plan that's ready to build.
Where most projects stall
You have a process you think robots and AI could take on. Then the questions pile up: where to start, how the work would get done, and which robots, grippers, cameras and AI models you'd need. Bellwether works through those questions with you, one step at a time.
Tell us the process
Talk or type. Upload videos of people doing the job, training manuals, machine specs, safety documents and any simulations you have. Bellwether asks about what you left out, like site power, Wi-Fi and lighting.
Review your workflow
Bellwether maps every task, whether a person, AI software or a robot does it, and lists what each one needs. If someone already built a similar task, you can pull it in instead of starting over.
Watch it run
Bellwether simulates each robot task, with real physics-based objects and environments. Click a task to see its simulation, or watch a video of the whole workflow.
Take the plan with you
You get every step, every component and any gaps still to solve. Show it to leadership for funding, hand it to an integrator, or send it to a robot or tooling maker.
Bellwether marks it as an engineering gap and suggests a way around it: a part from another automation, a local integrator, or 3GEN's professional services.
Start from automations that already exist.
Browse what others have built in many categories, like manufacturing, logistics, healthcare, etc. This allows users to reuse a whole workflow or a single task, the way developers reuse code on GitHub or models on Hugging Face. While you build, Bellwether suggests equipment that would be useful and keeps looking for new simulations that fit into your workflow. Bellwether Forums connect you with peers who have automated similar work, or connect you with friends.
Plan it yourself, learn what's already on the market, how involved your process is, and what it might cost before you commit.
Use Bellwether on a client's behalf, or get a head start on a project through Bellwether's Marketplace.
Bellwether recommends your hardware at the step where a user needs it, and users can buy it through Bellwether.
List add-ons that make simulations closer to real life, such as tools that can handle unexpected situations and environments.
Three decades in technology, including about eight years at MapInfo. Founded MarketArt and redShift Recruiting. MS in Space Studies, University of North Dakota.
Economics at Siena University, with experience in business development and marketing. 2026 B Corp global case competition finalist.
Technical architect and consultant. Former Chief Technology Innovation Officer at MTX Group. Works on AI tooling, cloud and DevOps automation.