Keep humans in review
Do not treat AI output as automatically client-ready. Designers still approve the final image.
Safe AI guide
AI can support designers and improve presentation speed, but showrooms should use it with clear review standards, client expectation control, and team workflow rules.
Do not treat AI output as automatically client-ready. Designers still approve the final image.
Compare outputs against the source export for layout, materials, appliances, and camera angle.
Use renders to communicate the design, not to imply unagreed products or architectural changes.
Separate approved final visuals from experiments and failed attempts.
Use seats, monthly render limits, and spend caps so AI does not become uncontrolled overhead.
Test the workflow with real showroom exports before making it business-critical.
ARQ is built around a controlled workflow: exports enter the queue, renders are reviewed with QA context, final images are approved into client rooms, and team usage sits inside plan controls.