A global automotive OEM’s powertrain team was bottlenecked by manual mesh preparation — each geometry variant required hours of hands-on work from a specialist.

After deploying Khorium’s MeshGen, the team automated 100% of their CFD mesh preparation. The AI engine handles curvature-adaptive refinement, boundary-layer insertion, and quality validation without any human intervention.

Engineers now upload CAD files and receive solver-ready meshes in minutes, not hours. The team has redirected over 2,000 engineering hours per quarter from meshing to higher-value design exploration.