Resources & Insights

Notes from the engineering desk on AI, simulation, and hardware design

Why AI-native workflows are the future of hardware design

We've spent 18 months talking to engineering teams. The same frustration keeps coming up: the tools got faster, but the process didn't.

The solver is the fastest part of any FEA workflow. Everything around it—geometry cleanup, meshing, BC setup, reporting—is the actual bottleneck.

LLMs don't solve Navier-Stokes. But they're remarkably good at figuring out which solver should, and how to set it up.