Beautiful Machines builds intelligence to design the physical world.
A few beautiful machines have shaped the course of history. We build AI to help engineers create them.
We are starting by reimagining CAD/CAE infrastructure. The engineer of the future will be more like an architect: defining requirements, evaluating concepts, and owning the hard tradeoffs between form, fit, and manufacturability, while agents execute the repetitive tasks.
Research for the AI frontier
We collaborate with frontier labs to develop post-training environments, evaluation benchmarks, and production-grade datasets for real engineering tasks. Our infrastructure is informed by consequential work with the engineering companies closest to these problems—so progress is measured against what excellent engineers actually do.
Partner with usWe built MechAI, the AI workspace for hardware teams.
MechAI generates drawings and parametric CAD, automates design reviews, and queries tribal knowledge buried across tools and teams. It's already deployed at Fortune 500 companies, top robotics labs, and leading universities.
MechAI