Keep humans in approval
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 safer use needs automatic possible-drift checks, human approval, client expectation control, and team workflow rules.
Do not treat AI output as automatically client-ready. Designers still approve the final image.
ARQ compares each output with its source for possible changes to 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 monthly render allowances, workspace controls, 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, ARQ renders and automatically checks for possible drift, final images are approved into client rooms, and usage sits inside plan controls.