business model innovation

Ideating Ethical AI Business Models

Ideating Ethical AI Business Models

A dual card approach for the ethical development of AI business models
Marie-Christin Barton ORCID Icon, Lisa Skrzyppek, Kathrin Nauth ORCID Icon, Jens Pöppelbuß ORCID Icon, Jürgen Mazarov
AI opens up entirely new forms of value creation, but most business model tools have not kept pace. They overlook both the strategic potential that AI holds and the ethical challenges that it introduces. This study introduces a dual-card toolkit that helps interdisciplinary teams design AI-enabled business models with built-in ethical reflection. The key insight: to harness AI responsibly, we must rethink how we innovate, starting from the business model itself.
Industry 4.0 Science | Volume 42 | Edition 1 | Pages 40-49 | DOI 10.30844/I4SE.26.1.38
Digitally Networked Business Models

Digitally Networked Business Models

Structured Benefit and Effort Estimation for Digital and Hybrid Business Model Innovation
Sebastian Beiner, Steffen Kinkel ORCID Icon, Dennis Richter
An essential component of digital value creation is the innovation of digitally networked business models. By networking different actors and service bundles, new customer value can be created. However, this networking leads to increased complexity, which makes it difficult for tradition- al industrial companies in particular to exploit these opportunities in a meaningful way. For this reason, a system is presented that reduces com- plexity through modelling and makes it possible to compare the effort and benefits of business model ideas at an early stage.
Industrie 4.0 Management | Volume 38 | 2022 | Edition 4 | Pages 28-32
Feasibility Analysis of Hybrid Value Creation − An Approach for Analysing the Feasibility of Hybrid Value Creation Business Models in the Context of SMEs

Feasibility Analysis of Hybrid Value Creation − An Approach for Analysing the Feasibility of Hybrid Value Creation Business Models in the Context of SMEs

Ein Ansatz für die Analyse der Machbarkeit von Geschäfts-modellen hybrider Wertschöpfung im Kontext von KMU
Christian Köhler, Tobias Mahl
The diffusion of networked, intelligent products and production goods within the framework of Industry 4.0 is not only changing production, but is also causing the emergence of new forms of value creation and new types of business models that offer products and services in an integrated manner. This trend is called hybrid value creation and aims to offer customers holistic and individual solutions. The development of such business models requires a multi-criterial feasibility study. This paper deals with the specifics of the feasibility study of hybrid value creation business models.
Industrie 4.0 Management | Volume 37 | 2021 | Edition 5 | Pages 16-20 | DOI 10.30844/I40M_21-5_S16-20
A Strategic Approach for Integration of Lot Size 1

A Strategic Approach for Integration of Lot Size 1

Stufenweises Vorgehen zur Implementierung dezentraler Steuerungssysteme in Kombination mit additiven Fertigungsverfahren
Patrick Stanula, Joachim Metternich, Thimo Keller, Thomas Glockseisen
In the project CrimpProd-S the integration of decentralized, self-learning production control systems in the context of Industry 4.0 in combination with additive manufacturing is investigated. The overall target is the economic evolutionary integration of lot size 1 in existing production facilities. Therefore a procedure model and customized methods are developed to analyze the potentials regarding the existing company’s strategy, value chain as well as the business model. This integrated procedure guarantees the efficient and customer-oriented transformation.
Industrie 4.0 Management | Volume 34 | 2018 | Edition 1 | Pages 31-35
Industry 4.0 – Disruptive Business Model Innovation or “just” Business Process Optimization?

Industry 4.0 - Disruptive Business Model Innovation or “just” Business Process Optimization?

Christian Leyh, Doreen Gäbel
An investigation of Industry 4.0 project examples of selected companies with a focus on possible resulting business model innovations shows that these innovations can certainly be triggered by Industry 4.0 projects. How-ever, the results of our investigation also show that the share of business model innovations with 22% out of the 158 selected companies is, however, at a rather low range. Disruptive business model innovations are mainly found in companies of the manufacturing industry. Their focus is no longer only on the production or processing of products, but also on a clear added value for the customer. In this article, these aspects are further elaborated and selected study results are presented.
Industrie 4.0 Management | Volume 33 | 2017 | Edition 5 | Pages 33-38
Digital Transformation of Business Model

Digital Transformation of Business Model

a Practical Approach for the Successful Design of the Digital Transformation
Daniel Schallmo, Klaus Lang, Manfred Plechaty
The digital transformation of business models plays a special role, because business models contain different elements, which can be digitally transformed. The complexity of production and logistics systems generates the demand for robust and error-resistant control options in the pursuit of corporate objectives. The control of production and logistics systems, especially, is often inadequately managed with methods of exact mathematical specifications alone. The objective of the following contribution is to define introduce a roadmap, including some examples for some instruments.
Industrie 4.0 Management | Volume 33 | 2017 | Edition 3 | Pages 78-82
Strategic Relevance of Additive Manufacturing

Strategic Relevance of Additive Manufacturing

Matthias Baldinger, Bastian Leutenecker, Manuel Rippel
Additive manufacturing is today increasingly used to produce final products and not only prototypes in product development. Like many technologies before breakthrough it is mainly applied in niche markets, where it is overcoming its current limitations. Afterwards, it has the potential to transform industries as MP3 and iPod have done with the music business. The economist even speaks of the next industrial revolution [1]. This article supports companies in evaluating the strategic implications of additive manufacturing of final products in the mid- to long-term.
Industrie Management | Volume 29 | 2013 | Edition 2 | Pages 11-14