Modeling AI Anatomies
Accelerating the built world.
Vitrus builds AI-designed workcells, task-fit robot anatomies, and factory orchestration for fabrication and maintenance.
Minutes
New anatomy exploration
~10h
Pilot embodiment data
~1h
Pilot task data
$50K-150K/yr
First deployments
Mistakes of robotics
The future is not one human-shaped robot.
Humanoids are a useful interface metaphor, but production rewards the anatomy that best fits the task, the workstation, and the economics of the factory.
01
Humanoid shape is not the goal
Human-looking robots do not inherit human anatomy. Without hundreds of tendons, muscles, and complex joints, they behave very differently from the people they imitate.
02
Generic embodiment is a cost compromise
One body made sense when robot design required decade-scale R&D. Agentic electrical and mechanical engineering lets one engineer explore new embodiments dramatically faster.
03
Replacing labor is too small a thesis
The factory itself is still improving: mechanics, sensors, software, AI, inventory, and orchestration. The whole factory becomes the robot.
Fabrication-fit embodiments
We create workcells, not just robot arms.
The embodiment includes the arm, the fixture, the feeder, the workstation, the sensors, the inventory loop, and eventually the entire factory layout.
Workcell assembly footage
Drop your robot video here.
Add the asset under public/videos and pass the source into this section.
Task-fit anatomies
Arms, fixtures, sensors, feeders, racks, and software generated around the production task instead of a fixed humanoid template.
Fabrication-fit workcells
Compact cells that fit real factory layouts, with multiple robotic arms where useful and custom mechanics where humanoids fail.
Inventory-aware agents
Vitrus agents understand SKUs, lead times, parts, modules, and assembly instructions so design decisions connect to production reality.
Minutes, not years
Agentic engineering compresses the design loop.
What used to take tens of thousands of engineering hours can now be explored as a real-world model in minutes: anatomy, teleoperation, simulated task behavior, control software, and deployment reports.
Generate robot anatomy, workstation layout, sensors, reports, inventory, and OS integrations.
Teleoperate the real-world model to feel task execution before hardware exists.
Simulate physical motion, control software, sensor responses, and production flow.
Reuse software across embodiments while custom geometry compounds into a design system.
Upcoming Vitrus AI model
Code-as-policy for physical production.
Instead of one giant robotics model, Vitrus breaks factory behavior into plain Python orchestration, planner agents, and small pilot models trained for the embodiment they control.
Planner
An LLM that creates production flows as code, text prompts, and tasks for smaller pilot models. New embodiments and tasks start with prompting, not training.
Pilot
A small VLA under 1B parameters that learns the embodiment and physical properties of the world. It bridges planning and action for scoped physical work.
Factory orchestration
Multiple planners coordinate workcells, inventory, telemetry, Slack, email, and operations while pilots stay focused on precise physical execution.
Planner to pilot
Prompt new tasks. Train scoped action.
planner.write_flow({
cell: "electrical pre-kitting",
pilot: "<1B VLA",
policy: "python orchestration",
})
$1B business
Task-fit anatomies for domestic production.
If everything AI-controllable is a robot, the business is not just arms or legs. It is factory orchestration as a service: spawn workcells, simulate cost, then keep AI, telemetry, maintenance, and support active.
Go to market
Starting with electrical component pre-kitting.
Vitrus is pairing with two design partners to build brains and embodiments for medium and large electrical components, modeled at $50K-150K per year per embodiment.
Inventory integration, telemetry, teleoperation, motors, sensors, and quality control.
Reusable software across embodiments with custom mechanics offset by AI and modular design.
From bespoke systems into a standardized deployment design system.
Company mission
Modern Victorian ASCII for production freedom.
A future where the factory layout, screws, motors, robot modules, and control software are generated around what needs to be produced. Domestic production becomes affordable, local, and fast.
Whole-factory orchestration.
Rapid embodiment cycles.
Atoms moved like bits.
Start building
Design the workcell your task actually needs.
Bring a product, workstation, or bottleneck. Vitrus will model the embodiment, simulate the factory behavior, and define the path from design to deployment.