software-defined fabrication
Manufacturing that runs like software.
Define a part in code. Simulate it until it works. Then robot cells build it for real — and every build is verified against the CAD before it ships.
Geometry as parametric code. Change a number, regenerate the part.
Physics sim proves the mechanism and the motion before any metal moves.
An operation graph sequences the cells and cuts the cycle time.
CAM turns each step into arm motion, checked for reach and clearance.
Tool-changing robot cells form, cut, press, and assemble the real part.
The finished part is measured against the CAD. Out of tolerance never ships.
CNC bends from a program. Springback is calibrated per spool, so the first part is right.
Fold flat stock into stiff profiles — or layer-form solid parts from cheap foil.
One arm, many tools: shear, press, gripper, glue — swapped in seconds at the dock.
A self-reacting C-frame seats bearings and inserts with hundreds of newtons — and the arm feels almost none of it.
Two arms coordinate: one holds the joint, the other lays the bead, and holds until it sets.
Stack, bond, and cut sheet into a finished solid — tooling-free, straight from the slice stack.
Design for Manufacturing bends the design to fit the machine.
We bend the machine to fit the design.
When simulate-and-verify costs almost nothing, you stop guessing a single part and sweep a whole family — every variant built and checked in software, the constraints picking the survivor. You don't hit a spec; you map the envelope around it. Something traditional shops can't afford, because there each try burns a real tool and a real setup.
sweep · omni-wheel roller pitch × gap · interference-verified ■ verified ■ rejected
The simulation is a cache of reality.
Every parameter — a bend's springback, a press fit, a bead's set time — is measured on real hardware, stamped with how fresh it is, and re-checked before it's trusted. A green build means a good part, not a hopeful one.
calibration: FRESH · 0 stale parametersThe inversion of DFM. The factory is a subroutine of your design search, not a constraint you contort around.
You don't draw a part — you search a space, and the winner is verified, not asserted.
Explore hundreds of variants for almost nothing and map the whole feasible region — the edge a traditional shop can't afford to find.
Write the constraint first. The fab converges until the build goes green.
Every parameter is measured on real hardware, stamped for freshness, and re-checked before it's trusted.
Some constraints aren't checked after the fact — they're made impossible to violate by how the part is built.
Send us the part, the assembly, or just the problem. If it can be defined, simulated, and built, we want it.
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