The SME AI Experience Center: Overcoming AI Adoption Barriers for SMEs in Industrial Production

Abstract The development of tools based on Artificial Intelligence (AI) provides significant potential to enhance industrial production, but many small and medium-sized enterprises (SMEs) in more rural areas, such as the study area Upper Franconia in Germany, encounter difficulties in implementing them due to limited resources and expertise. The SME AI Experience Center at the Cleantech Innovation Park offers practical support for AI integration through interactive workshops and a production plant simulating manufacturing processes. It showcases possibilities for the digital transformation by using different types of sensors and the potential of applying machine learning for tasks such as intelligent supply chains, predictive maintenance and quality control. The particular focus is on AI for sustainability. Furthermore, SME managers and workers will be aware that most AI technologies do not result in fully autonomous systems that replace the human workforce but that AI tools often rely on human-AI collaboration.

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Publication Details

Journal
KI - Künstliche Intelligenz
Published
2025-11-10
DOI
https://doi.org/10.1007/s13218-025-00899-4
Primary Topic
Digital Transformation in Industry
Type
article
Field-Weighted Citation Impact
0.00
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article

The SME AI Experience Center: Overcoming AI Adoption Barriers for SMEs in Industrial Production

Ute Schmid, Camilla Wehnert, Claus‐Christian Carbon, Julia Franz et al.
KI - Künstliche Intelligenz
Digital Transformation in Industry
article

The SME AI Experience Center: Overcoming AI Adoption Barriers for SMEs in Industrial Production

Ute Schmid, Camilla Wehnert, Claus‐Christian Carbon, Julia Franz, Judith Knoblach, Lena Vogl
article en

Abstract

Abstract The development of tools based on Artificial Intelligence (AI) provides significant potential to enhance industrial production, but many small and medium-sized enterprises (SMEs) in more rural areas, such as the study area Upper Franconia in Germany, encounter difficulties in implementing them due to limited resources and expertise. The SME AI Experience Center at the Cleantech Innovation Park offers practical support for AI integration through interactive workshops and a production plant simulating manufacturing processes. It showcases possibilities for the digital transformation by using different types of sensors and the potential of applying machine learning for tasks such as intelligent supply chains, predictive maintenance and quality control. The particular focus is on AI for sustainability. Furthermore, SME managers and workers will be aware that most AI technologies do not result in fully autonomous systems that replace the human workforce but that AI tools often rely on human-AI collaboration.

KI - Künstliche Intelligenz
University of Bamberg (DE)
Openalex Percentile: Top 53%
Digital Transformation in Industry
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The SME AI Experience Center: Overcoming AI Adoption Barriers for SMEs in Industrial Production — Ute Schmid, Camilla Wehnert, et al. · KI - Künstliche Intelligenz (2025) | TGRS Research Map | TGRS