An open, AI‑connected platform that unifies FreeCAD, CalculiX, OpenFOAM, and the growing open‑source multiphysics ecosystem into a single reconfigurable pipeline — so you describe the analysis instead of hand‑wiring the tools.
Tell the platform what you need — "check thermal stress on this bracket under a 200 N load" — and it builds a schema‑validated execution plan across the right tools automatically. No hand‑written solver decks.
A coarse mesh triggers an automatic re‑mesh. A stalled solver triggers an automatic swap. The failures that usually mean restarting a job by hand are caught and corrected before you ever see them.
Every geometry file, mesh, and result is hashed and traceable through its entire dependency chain. Know exactly which tool, version, and input produced any number in your report.
New solver adapters plug into the same registry — no rewrites to the orchestration layer. Your own in‑house tools can join the same pipeline as FreeCAD and CalculiX.
Engineering teams and research labs already living in FreeCAD, CalculiX, or OpenFOAM, who feel the integration gap between these tools daily.
The MOOSE / OpenMC / Cardinal nuclear multiphysics stack is in active development and joins the registry next — using the same adapter pattern proven on the current tools.