Everything you need to run Vixiv well.
Text-to-3D
Engineering deep-dives
How the model actually works — the physics it learned, the lattices it builds, and the metrics it reports.
Docs & reference
The technical reference — API, supported formats, and the printer/material matrix.
Guides & tutorials
Step-by-step, from your first run to everyday tasks — the dashboard, optimization, lattice control, exports, and spend.
Image to 3D tool
Watch how to get a 3D file from images using our Image to 3D tool.
Your first optimization run
From a single STL to a shortlist of recommended solutions in under five minutes.
Dashboard navigation
Find your way around projects, runs, and the results table.
Lattice Engine
Use the Lattice Engine for greater control and place lattices exactly where you want it. Unlike the Optimization Engine, the Lattice Engine does not guarantee performance or manufacturability.
Request a printer & material
Request a material or production method to be added to Vixiv AI.
Webinars & videos
Recorded sessions and short product walkthroughs from the Vixiv engineering team.
Glossary
6- Coefficient of Variance
- A confidence metric — performance variability across a solution’s evaluations. Lower reads steadier.
- Conformal lattice
- A lattice that follows the part’s surface geometry instead of a fixed grid. The default since 1.2.
- Manufacturability guarantee
- Every output validated as print-ready for your selected machine and material.
- Mass reduction
- Material removed versus the solid baseline at the same load rating. −47% is typical.
- Token
- The unit of optimization spend. Deducted only when results are generated.
- Voxel network
- The discretized volume Vixiv packs with lattice cells. Placement now starts from the part’s center of mass.