Tag Archives: Experience Design

Publications

When AI tries to be a logo designer… and fails

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In our newly published paper in Visual Communication, Renato Bertao, MyeongHeum Yeoun, and I explored how well AI powered logo makers actually perform. We tested several popular tools and asked design experts to evaluate the results. Many of the logos they produced lacked essential design principles such as proportion, balance, and unity. AI can generate logos quickly, but when it comes to well crafted design, it still falls short.

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Reference

Bertao, R. A., Yeoun, M., and Joo, J. (2025), A blind spot in AI-powered logo makers: visual design principles, Visual Communication, 24 (1), 222-250.

Abstract

Artificial intelligence is already embedded in several digital tools used across design disciplines. Although it offers advantages in automating and facilitating design tasks, this technology has constraints to empowering practitioners. AI systems steadily incorporate machine learning to deliver meaningful designs but fail in critical dimensions such as creativity. Moreover, the intensive use of AI features to provide a design solution – so-called AI design – challenges the boundaries of the design field and designers’ roles. AI-powered logo makers exemplify a horizon where non-designers can access design tools to create a personal or business visual identity. However, in the current context, these online businesses are limited to randomize layout solutions lacking the visual properties a logo requires. This article reports mixed-method research focusing on AI-powered logo makers’ processes and outcomes. We investigated their capability to deliver consistent logo designs and to what extent their algorithms address logo design principles. Initially, our study identified representative visual principles in logo design-related literature. After probing AI-powered logo makers’ features that enable logo creation, we conducted an exploratory experiment to obtain solutions. Finally, we invited logo design experts to evaluate whether three visual principles (proportion, balance and unity) were incorporated into the layouts. The assessment’s results suggest that these AI design tools must calibrate the algorithms to provide solutions that meet expected logo design standards. Even focusing on a particular AI tool and a few visual principles, our research contributes to initial directions for developing algorithms that embody the complex aspects of visual design syntax.

Keywords

AI-powered logo maker, logo design, visual design principles, AI design, artificial intelligence

Publications

Why is it so hard to apply Design Thinking to Korean Companies?

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Joo, J., Lee, A. J., & Park, J. H. (2018). A New Framework of Design Management and Three Additional Requirements To Apply Design Management to Korean Companies: Experience Design, Collaboration, and Trial and Error. Design Convergence Study, 17(6), 145–165.

The present research has two objectives. First, we introduce a new framework of design management proposed by Heather Fraser, the Director of Rotman Designworks. It comprises three gears: (1) user understanding, (2) concept visualization, and (3) strategic business design. Second, we investigate the key requirements that are necessary to apply the new framework to Korean companies. We collected fifty reports about the five special lectures from a new product development course at a university in Korea. These lectures were given by three designers and two product managers. We used interpretative analysis and followed three process of qualitative analysis of transcription, coding, and theme discovery. We derived specific requirements for applying design management to Korean companies: (1) experience design, (2) collaboration, and (3) trial and error. We introduced a novel design management framework and clarified the requirements how to successfully apply it to Korean companies. These findings imply that, firstly, executives and practitioners need to improve mutual communication and, secondly, corporations and agencies respect each other in their partner relationships.

Keywords
Collaboration, Design Management, Design Thinking, Experience Design, Trial and Error

“In sum, our review of the past research on design management shows various approaches introducing design into chronological business management and supporting successful business cases. However, it focuses design management in the strategic stage; it does not provide specific assistance with practitioners who are interested in applying design management in their tasks. Therefore, we introduce a model for practitioners to undertake management planning efficiently” (pg. 150)

“…we should accept the meaning of designing the customer experience, which includes the company’s identity, rather than emphasizing the product’s design-centered simple styling. … respect is required in partner relationship of corporations and agencies. In order to activate design management, the corporation’s interior decision-making and organization structure should change” (pg. 162)

Designworks written by Heather Fraser