Engineering intelligence for the physical world

Build robots
ready for intelligence.

Robotics engineering is still fragmented across requirements, calculations, mechanical decisions, and deployment files.

We are building a programmable engineering layer that turns intent into a deterministic robot specification.

Layer / 01

Describe

Natural language becomes a structured RobotSpecification. The language model interprets intent, while deterministic validation defines the engineering inputs.

“Pick 500 g boxes from a table and place them on a conveyor 80 cm away.”

task
pick_and_place
payload
0.5 kg
reach
1000 mm
dof
6
gripper
parallel
sensors
rgb-d

Layer / 02

Engineer

Payload, reach, geometry, torque, gearing, mass, controller requirements, and operating constraints update through a deterministic dependency engine.

torque62.8 Nm
gearing60:1
link inertia0.1945 kg·m²
base255 × 255 mm
joint limits143°/s
controller500 Hz
deployment73 W

Layer / 03

Generate

The same specification produces consistent robot artifacts, including URDF, machine-readable manifests, engineering reports, and revision diffs.

robot.urdflinks · joints · limits · inertials
robot.jsonmachine-readable manifest
report.mdassumptions · warnings · envelope
revision.diffinputs · engineering · artifacts

Change one requirement.
Update the whole robot.

Robot design decisions are connected. A payload revision should propagate through torque, gearing, structure, controller requirements, operating limits, and generated artifacts without manual reconciliation.

Engineering systems should evolve as one system.

With the platform

01Describe the task
02Validate the specification
03Derive engineering requirements
04Generate synchronized artifacts
05Revise without losing consistency

Without the platform

01Requirements live in separate documents
02Calculations drift between tools
03Revisions require manual reconciliation
04Deployment files become outdated
05Engineering time is lost to coordination

Architecture

Natural Language

intent, not engineering

RobotSpecification

structured · validated

Deterministic Engineering

one dependency engine

Robot Design

geometry · limits · controller

Deployment Artifacts

always consistent

The future of robotics begins before deployment.

We are building the engineering system that connects what a robot must do with how it should be designed.