Offer a fixed-scope design review sprint for AI-generated products, combining interface critique, lightweight user observation, accessibility checks, and prioritized redesign direction. The studio delivers an annotated review, corrected reference screens, a reusable design rubric, and prompt patterns that help the team generate stronger iterations. Initial fulfillment is led by an experienced product designer and can later be standardized through specialist reviewers and repeatable assessment templates.

AI coding and design tools have compressed interface production time, making expert evaluation the new bottleneck. The signals consistently indicate that professional taste, problem framing, and contextual research remain difficult to delegate to models.