Closing the Reliability Gap in AI-Driven Design

AI-generated UX and interface designs can accelerate product ideation, but hallucinated workflows, inconsistent components, and unbuildable interfaces introduce operational, compliance, and engineering risk. This article explains how probabilistic AI systems create design inaccuracies that increase verification overhead, slow delivery velocity, and threaten accessibility compliance under regulations such as the European Accessibility Act. It also outlines a governance framework combining human oversight, design-system guardrails, and audit accountability to improve reliability. Leaders should care because unmanaged AI-generated design debt can erode both development efficiency and product trust.