AI assistance in enterprise UX design workflows: enhancing design brief creation for designers.

Front Artif Intell

Interaction Design Lab., Graduate School of Techno Design, Kookmin University, Seoul, Republic of Korea.

Published: November 2024


Category Ranking

98%

Total Visits

921

Avg Visit Duration

2 minutes

Citations

20

Article Abstract

The study explores the impact of AI tools on the daily tasks of designers in corporate environments, with a focus on the creation and evaluation processes of design briefs. Given ChatGPT's advanced natural language processing capabilities and its potential to meet the complex communication and analysis needs of design work, this tool was selected to investigate its application in designers' workflows. Through expert interviews, experimental testing, and third-party expert evaluations, we collected and analyzed data to understand the impact of AI on work processes. The findings indicate that AI tools significantly enhance both operational experience and subjective perceptions across most tasks. Additionally, the study provides a visual comparison of the testing process through a user experience map, highlighting AI's positive influence on work efficiency, information retrieval, verification, analysis, communication, and decision-making. However, challenges remain in ensuring information authenticity, protecting content copyright, and maintaining professional identity. The primary objective is to gain a comprehensive understanding of the current state of AI application in business contexts and its impact on designers' roles. By analyzing real-world feedback, the research aims to identify the strengths and weaknesses of AI solutions in enterprises and offer practical recommendations. The study underscores the importance of integrating AI thinking into workflows and adopting a human-centric approach for the future development of corporate work environments.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC11588748PMC
http://dx.doi.org/10.3389/frai.2024.1404647DOI Listing

Publication Analysis

Top Keywords

assistance enterprise
4
design
4
enterprise design
4
design workflows
4
workflows enhancing
4
enhancing design
4
design creation
4
creation designers
4
designers study
4
study explores
4

Similar Publications

The findings of this study offer valuable insights for the development of targeted rehabilitation strategies. Understanding the specific cognitive and behavioural patterns identified can help clinicians tailor interventions that address underlying mechanisms rather than only symptoms. For example, integrating adaptive training programs that focus on enhancing self-regulation and social cognition may improve patient outcomes.

View Article and Find Full Text PDF

Performance of a two-item screening for household food insecurity during WIC services.

BMC Public Health

August 2025

Division of Research and Evaluation, Public Health Foundation Enterprises WIC Program, a Program of Heluna Health, City of Industry, CA, 91746, USA.

Background: The Special Supplemental Nutrition Program for Women, Infants, and Children (WIC) in California introduced household food insecurity (HFI) screening during eligibility certifications in 2019. This study was conducted to evaluate the screening performance of the 2-item Hunger Vital Sign ™ Screener (HVSS2) for HFI during WIC eligibility certification visits in Los Angeles County (LAC), California.

Methods: Study participants completed a 6-item USDA Household Food Security Survey Module (HFSSM6) assessment in either the 2020 LAC WIC Survey (July-December 2021) or the longitudinal WIC Cash Value Benefit Study (April 2021-May 2022) and had WIC administrative HVSS2 screening data within 30 days of HFSSM6 measurement (n = 1,113).

View Article and Find Full Text PDF

Background: Primary schools present an opportunity to equitably promote physical activity. To date, school-based interventions have had limited success. Contextual differences between schools could be a key factor that contributes to this lack of impact.

View Article and Find Full Text PDF

Feasibility of post-stroke hand rehabilitation supported by a soft robotic hand orthosis in-clinic and at-home.

J Neuroeng Rehabil

August 2025

Future Health Technologies, Singapore-ETH Centre, Campus for Research Excellence and Technological Enterprise (CREATE), Singapore, Singapore.

Background: Stroke is a leading cause of adult disability in the world. Upper limb impairments are common post-stroke, with nearly half of those initially affected continuing to live with long-term functional limitations, impacting their independence and quality of life. Task-specific, intensive therapy has been shown to promote recovery; however, achieving this dose is resource-intensive and logistically challenging.

View Article and Find Full Text PDF

Purpose: This study presents MZ CUBE, a newly developed multipurpose phantom designed to assess both image quality and geometrical accuracy in image-guided radiotherapy.

Methods: The phantom is a 16 × 16 × 16 cm cube made of acrylonitrile butadiene styrene and designed to evaluate HU constancy, HU uniformity, spatial integrity, spatial resolution, low contrast resolution, and geometrical accuracy. Two CT simulators (Big Bore RT and Discovery RT Gen3) and two cone-beam CT (CBCT) systems (XVI and OBI) were used for verification alongside commercial phantoms (ACR 464 and CatPhan 504).

View Article and Find Full Text PDF