AI rendering has split into image generation, text-to-3D asset generation, and editable product review scenes. Research such as NVIDIA Edify 3D shows how quickly textured, PBR-ready 3D assets can be generated, while Autodesk's Project Bernini points toward AI-generated geometry inside professional design workflows.
For product design, the key issue is not only image quality. Review scenes need CAD or 3D model versioning, fixed cameras, material assumptions, lighting states, and a decision question. A mesh asset can help communication, but manufacturable products still need editable geometry, dimensions, tolerances, and physical review.
RHXY Render is aimed at that workflow: import 3D/CAD models, create material, lighting, camera, and background candidates, then export images, video, turntables, and shareable scenes that can be reopened in the next review.