Production hand-off is a term in 3D Composition. Turning a raw generated sculpt into a production-usable asset: retopology, UVs, PBR, interchange, and provenance.
Numonic tracks 3D vocabulary like this so meshes, textures, and their source stills stay linked and reproducible through the generation pipeline.
See AI Asset Management in Action
Numonic automatically captures provenance, preserves metadata, and makes every AI-generated asset searchable and reproducible.