Materna: AI Cannot Replace UX Design Expertise
While AI tools can rapidly generate prototypes, they cannot automatically produce good products or replace the need for UX designers, according to Materna-Gruppe. AI-generated designs often appear professional but remain generic and require expert oversight.

IT service provider Materna-Gruppe highlights that artificial intelligence (AI) tools, despite their ability to quickly create clickable prototypes, cannot substitute for user experience (UX) design expertise. The company argues that AI-generated designs, while potentially professional-looking, tend to be generic and interchangeable.
Materna explains that AI models are trained on vast datasets, leading to predictable outputs that often sacrifice a company's unique brand identity for standardized aesthetics. This can result in designs that look superficially appealing but lack originality and brand coherence.
Furthermore, Materna points out that AI-generated code may appear functional but can lack essential security, maintainability, and proper structure if not rigorously reviewed and taken responsibility for by experienced developers. The risk lies in deploying AI code without adequate human oversight, potentially creating vulnerabilities.
The core issue, Materna suggests, arises when an AI-generated prototype becomes the initial anchor for client expectations before thorough research and validation. The company emphasizes that UX remains a crucial specialist field requiring understanding, responsibility, and experience to create truly effective products, with AI serving only as a supplementary tool.