Design Research
Measuring the design quality of what AI builds.
AI now writes a large and growing share of the world’s user interfaces. Design Research measures what that means for the people who use them. We publish reproducible, deterministic studies on the design quality of AI-generated products, so designers, engineers, and the teams shipping AI can see what is actually being shipped.
Explore the research
The accessibility of AI-generated UI
We audited 123 public frontends built by AI coding tools. 74% would fail a basic quality check, and accessibility is the number one defect, present in half of them.
Read the study →More studies coming
Design-system drift across AI tools, motion and accessibility over time, and per-tool comparisons are in the pipeline.
How we work
Deterministic
No model runs in the measurement. The same input gives the same result, every time.
Reproducible
Every figure can be re-run with one command. You never have to take our word for it.
Open
The tool behind the numbers is free to run on your own project: npx @imrandwc/dwic audit.