I've been testing some of the new text-to-3D and AI-powered 3D modeling tools, and while they're amazing for generating quick concept shapes, I'm struggling to integrate them into a real workflow. The meshes are often non-manifold and impossible to modify with traditional sub-d modeling. Are people using these AI outputs more as inspirational starting blocks to remodel from scratch, or has anyone found a reliable way to clean and refine them for actual production?
Yep non manifold meshes kill the vibe. Most folks treat AI-powered 3D modeling outputs as rough blocks to retopo and rebuild from scratch for production.
Retopo with quad loops and ZRemesher style tools or Blender Remesh, then clean UVs. GPU acceleration helps when you heavy lift large meshes.
Treat AI outputs as inspiration in AI-powered 3D modeling not final. Start with a low poly base then hand sculpt for production ready topology.
Build a repeatable pipeline. Generate concept, clean up topology, bake maps, test in real time rendering to preview shading.
Keep a library of clean templates from AI work and use version control for topology UVs and baked maps. This speeds up future assets.