Atlas reads one reference photo and rebuilds it as five modular, engine-ready 3D kit pieces — wall, corner, floor, doorway and trim — all locked to the same materials and palette.

A vision LLM inspects the reference photo’s architectural grammar — wall patterns, joints, pillar types, floor surfaces, portals and props — and outputs a numbered list of 5 isolation prompts.
Five extractor LLMs parse the master list in parallel, each taking one numbered slot and emitting a clean isolation prompt.

Five multimodal nodes generate the individual modular pieces in parallel, locking style, texture and palette to the source photo while isolating each piece on a solid gray background.

Five Image-to-3D nodes reconstruct each concept into a watertight mesh with full PBR texture maps.
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