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Mesh Repair and Defeature

Mesh repair and defeaturing, before the real work starts

Scans arrive with holes, exports arrive with a million triangles, and solids arrive with detail that wrecks a mesh. Aikyora fixes all three before they cost you a solve.

  • Holes closed
  • Triangles reduced
  • Casting-blank envelope

Free plan · 5 credits a month · no card

Simulation and Fabrication — Mesh Repair and Defeature

Modelling agent

Simulation and Fabrication · live run

Building

386

Models

94

Drawings

860

Credits

Cleans geometry with

PyMeshLabFreeCADdefeatureParaViewRhinoPyMeshLabFreeCADdefeatureParaViewRhino

Turns unusable geometry into something a solver will accept

2

cleanup routes: mesh and solid

1 GB

artifact storage on the Free plan

100 GB

artifact storage on Business

$0.25

per credit of work

The challenge

What simulation and fabrication teams get back from Aikyora.

  1. 01

    A scanned mesh has gaps and flipped normals, so nothing downstream will take it.

  2. 02

    An exported mesh is too dense to open, let alone solve.

  3. 03

    Small fillets and holes make a simulation mesh impossible to build.

Scripted, re-runnable models

Built for simulation and fabrication workflows.

pymeshlab closes gaps, fixes orientation and decimates density. defeature removes holes, fillets and small faces from a solid, leaving a casting-blank envelope a mesher can handle.

Get Started
99.9% UptimeGeometry stays yoursAlways-on runners
  • Close gaps and fix normals

    PyMeshLab scripts repair scan output in place.

  • Decimate to a target count

    Ask for a triangle budget and the mesh is reduced to it.

  • Defeature a solid

    Holes, fillets and small faces come off the STEP body.

  • Hand off solve-ready geometry

    The cleaned result goes straight into meshing or drafting.

Simulation and Fabrication workflow

Modelling agent

Simulation and Fabrication · CadQuery runner

Building
box(80, 40, 12) → hole(Ø8) → STEP

Powerful integrations

Connect Aikyora with your favourite apps.

Cleanup is the step between recovery and output: a vectorised scan or a supplier STEP can be repaired, simplified and then drawn or solved without a manual round-trip.

View All Integrations
P

PyMeshLab

Mesh repair

D

defeature

Solid simplify

F

FreeCAD

Kernel

P

ParaView

Post-processing

S

STL

Mesh exchange

S

STEP

Solid exchange

Automate tasks & actions

An agent that models — and documents what it built.

Run the repair script

PyMeshLab executes on a runner against the uploaded mesh.

Hit a triangle budget

Decimation targets the count you name.

Strip solid detail

defeature leaves the machinable or meshable envelope.

Check the result visually

Blender or a generated render shows what survived.

Store every intermediate

Each step output stays in the artifact store.

Respect the daily ceiling

Mesh generations per day are capped per plan.

Every model is a script, so what the agent decided stays readable.

Start on the Free plan with 5 credits a month and put it on simulation and fabrication work today.

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