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Design Framework for the Implementation of AI-based (Service) Business Models for Small and Medium-sized Manufacturing Enterprises

Joerg von Garrel, Carlos Jahn

2022Journal of the Knowledge Economy44 citationsDOIOpen Access PDF

Abstract

Abstract In a globalized world, small- and medium-sized manufacturing enterprises (manufacturing SME) face the challenge of keeping up with global competition. Although AI is ascribed the potential to fundamentally change entire markets, industries, and general business activities, the question remains how SME can implement AI in their operation effectively and efficiently, and therefore build up potential (service) business models. The aim of this paper is to reveal the innovation potential of these systems and to provide instructions on how they can be used by SME. Through these resources can be used more efficiently and new business models can be created. The causes for the little use of AI are numerous and solutions were sought in this work. The result is a socio-technical framework that allows manufacturing SME to build up AI-based (service) business models for themselves.

Topics & Concepts

Competition (biology)Service (business)BusinessSmall and medium-sized enterprisesBusiness modelWork (physics)EntrepreneurshipProcess managementFace (sociological concept)Industrial organizationManufacturingComputer scienceKnowledge managementManufacturing engineeringMarketingEngineeringMechanical engineeringBiologySociologyFinanceSocial scienceEcologyDigital Transformation in IndustryUniversity-Industry-Government Innovation ModelsInnovation and Knowledge Management
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