The Hexera pipeline

A meshing agent that thinks like a senior engineer.

Hexera reads geometry, translates simulation intent into meshing parameters, writes and debugs the scripts, then inspects the result before it ever reaches you — a self-correcting loop, not a black box.

0manual preprocessing, before
0typical turnaround, after
0median mesh quality

Four phases,
one pipeline.

A multi-agent pipeline takes each part from raw CAD to solver-ready — specialised agents read the geometry, mesh to intent, check their own work, and hand off.

Ingest Opens the CAD, heals gaps, tags the walls that matter.
Mesh Turns plain-language intent into real y+ and prism layers.
Verify Grades skewness and orthogonality, re-refines the failures.
Deliver Exports solver-ready to OpenFOAM, ANSYS or Abaqus.
Under the hood

What the agent actually does.

  • Reads geometry the way you would
  • Reasons about your simulation intent
  • Writes and debugs its own scripts
  • Inspects the result before you see it

Reads geometry the way you would

geometry · wing_v7.step PARSED
Solids
1 watertight body
Faces
2,114 surfaces · 18 trailing edges
Healed
6 sliver faces, 2 gaps closed
Tagged
walls · inlet · outlet · symmetry
Native CAD — no manual cleanup

Reasons about your simulation intent

intent · external aero RESOLVED
You said
“External aero at M0.85, resolve the boundary layer.”
y+ target
≈ 1.0 (wall-resolved)
Prism stack
24 layers · first cell 8×10⁻⁶ m
Far-field
30 chord lengths
Intent → meshing parameters

Writes and debugs its own scripts

mesh.py · agent RUNNING
Step
surface remesh → prism extrude → volume fill
Retry
auto-fixed 1 extrusion collision at the TE
Runtime
9m 04s on 32 vCPU
Self-correcting — it debugs itself

Inspects the result before you see it

report · quality PASSED
Cells
8.4M (poly-hex core)
Max skew
0.62 — within spec
Orthogonality
0.94 median
y+
0.9 across the wing
Reviewed like a senior engineer would
One command

From STEP to solver-ready, watched live.

A single run reads the part, translates intent, meshes, catches its own quality issues, and exports — the work of a week, narrated as it happens.

hexera · mesh studio LIVE

See it mesh your geometry.

Bring a real part. We'll turn it around solver-ready and show you every decision the agent made.

Send us a part. Get it back solver-ready.