The autonomous
meshing engineer.
For modern
simulations.

Industry CAD in. Solver-ready mesh out. Hours, not days.

hexera · mesh studio

Engineers lose weeks
to manual meshing.
We take that
work away.

Loading mesh data…

Four phases,
one pipeline.

Agents take each part from raw CAD to solver-ready: an interview up front, geometry read as exact math, hard quality gates, and an automatic retry when a gate fails.

  1. 01 · Intake

    An engineer that asks before it assumes

    An AI meshing engineer interviews you: what the part is, internal or external flow, working fluid, units, which openings are inlets and outlets, near-wall resolution (y+ target). It proposes a mesh engine and asks before assuming, so ambiguity gets a question rather than a guess.

    • Purpose
    • Ports
    • y+ target
    • Engine
  2. 02 · Geometry

    Read as exact math, not a picture

    The CAD is read as exact math: bounding box, solid count, watertightness, every opening measured for position and bore. Defects are named to your face (a gap, a non-manifold edge, a disconnected volume) before any compute is spent.

    • STEP
    • IGES
    • Measured, not guessed
  3. 03 · Mesh

    A native case, run on cloud compute

    The plan is authored into a native case and run on cloud compute, snappyHexMesh or gmsh, chosen for the job. Boundary layers, feature-edge snapping, port-local refinement.

    • snappyHexMesh
    • gmsh
    • Cloud run
  4. 04 · Gate & retry

    A failing mesh is never delivered

    Deterministic gates measure the result: non-orthogonality, skewness, port integrity, budget. A failing mesh is not delivered. It is diagnosed, the plan is revised, and the mesher runs again, automatically, up to three attempts.

    • Hard gates
    • Auto-retry
    • No silent failures
cfd · external aero · wind tunnel

Aerospace

  • Prism layers to y+ ≈ 1
  • Refinement at the trailing edge
  • A far field that frees the wake

Boundary layers and separation over lifting surfaces and full airframes. This is the regime Hexera meshes today.

hemodynamics · pulsatile flow

Biomedical

  • Patient-specific vasculature
  • Thin, compliant walls
  • Pulsatile, conjugate heat

Blood through stents and aneurysms, air through the lung, with tissue heat coupled across walls a cell thick.

viewport · asset library

Gaming

  • Watertight collision shells
  • Fluid and smoke volumes
  • LODs that hold their silhouette

Raw geometry becomes watertight meshes and fluid volumes for live engines and pre-baked VFX, with no hand cleanup.

cfd · external aero · drag

Automotive

  • Full-vehicle external aero
  • Underhood and brake cooling
  • Conjugate thermal in the pack

Complete vehicle assemblies in one pass: external drag and downforce, underhood airflow, and battery-pack thermal.

Meshing the frontier
Our ambition

A meshing engine that keeps up as engineering does. Every geometry, every regime, including the ones nobody has tried yet.

Inputs
STEP · IGES
Engines
snappyHexMesh · gmsh
Solvers
OpenFOAM · ANSYS · Abaqus
Quality gates
Non-orthogonality · Skewness · Ports · Budget
Retries
Automatic · up to 3
Turnaround
Hours, not days