Layout drift
Cabinet runs, islands, doorways, windows, or appliance positions may move or resize.
Design drift
What Is Design Drift in AI Kitchen Rendering?
Design drift is when an AI-enhanced render looks more polished but changes something important from the original kitchen design, such as layout, cabinet shape, material, window position, appliance placement, or camera angle.
Why design drift matters
A beautiful render can still be risky if it changes the design a client approved. In a kitchen showroom, small visual changes can create confusion around layout, specification, finish, or expectation. That is why AI-enhanced renders need a review process.
Material drift
Worktops, cabinet colours, handles, floors, splashbacks, and finishes may become more attractive but less accurate.
Presentation drift
The camera angle, lighting mood, styling props, or room proportions may change the client expectation.
How to reduce design drift risk
Review the generated render beside the source export. Check big structural items first, then finishes, then styling. If the render looks strong but changes something important, retry or edit before approval.
- Check cabinet count, shape, and run positions.
- Check appliance placement and window/door openings.
- Check colour, material, floor, and worktop intent.
- Check that styling props do not misrepresent the design.
How ARQ supports drift review
Structured QA
ARQ is designed to compare the source and output so possible drift can be flagged before client use.
Visible decisions
Review, retry, override, approval, and rejection state stays attached to the render attempt.