3D-safe framing is a term in 3D Composition, a type of input-image craft. The rule that a 3D-input still should be deliberately un-cinematic — flat light, deep focus, subject square-on and whole, plain keyable background.
Numonic tracks 3D vocabulary like this so meshes, textures, and their source stills stay linked and reproducible through the generation pipeline.
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Numonic automatically captures provenance, preserves metadata, and makes every AI-generated asset searchable and reproducible.