Leveraging industry 4.0 – A business model pattern framework

Industry 4.0 (I4.0), also known as the fourth industrial revolution, describes the digitalization of manufacturing industries. The transition to I4.0 is crucial for manufacturing firms to sustain competitive advantage and seize new opportunities. Most research has focused on the technological aspects of I4.0 in the form of product and process innovations. Despite I4.0's rising attention from both researchers and practitioners, little research exists about I4.0 business model (BM) innovation, even though BM innovations can be more successful than product or process innovations. To address this research gap, we analyze 32 case studies of I4.0 BM innovators. We develop a taxonomy to characterize I4.0 BMs and derive 13 patterns of I4.0 BMs by applying the taxonomy to the case studies. Three super-patterns are identified: integration, servitization, and expertization. Integration innovates a BM with new processes and integrates parts of the supply chain. New combined products and services are the basis for servitization. Expertization is a hybrid of product- and process-focused BMs that includes consulting services and multi-sided platforms. This study contributes to research with a framework for describing, analyzing, and classifying BMs for I4.0. The findings deepen the understanding of how I4.0 impacts ecosystem roles, BMs, and service systems. Archetypal patterns show how firms can leverage I4.0 concepts and build a conceptual basis for future research. The taxonomy supports practitioners in evaluating the I4.0-readiness of their existing BM. The patterns additionally illustrate opportunities for becoming an I4.0 firm.

[1]  Malte Brettel,et al.  How Virtualization, Decentralization and Network Building Change the Manufacturing Landscape: An Industry 4.0 Perspective , 2014 .

[2]  OesterreichThuy Duong,et al.  Understanding the implications of digitisation and automation in the context of Industry 4.0 , 2016 .

[3]  R. Larsson Case Survey Methodology: Quantitative Analysis of Patterns Across Case Studies , 1993 .

[4]  Elgar Fleisch,et al.  Geschäftsmodelle im Internet der Dinge , 2015 .

[5]  Sven M. Laudien,et al.  The Influence of the Industrial Internet of Things on Business Model Design: A Qualitative-Empirical Analysis , 2016, Digital Disruptive Innovation.

[6]  Jürgen Gausemeier,et al.  Pattern-based Business Model Development for Cyber-Physical Production Systems , 2014 .

[7]  H. Chesbrough Open Innovation: Where We've Been and Where We're Going , 2012 .

[8]  Remco M. Dijkman,et al.  Business models for the Internet of Things , 2015, Int. J. Inf. Manag..

[9]  J. Navare,et al.  Business model innovation: How the international retailers rebuild their core business logic in a new host country , 2017, International Business Review.

[10]  Kathrin M. Möslein,et al.  PRODUCT SERVICE SYSTEMS AS A DRIVER FOR BUSINESS MODEL INNOVATION: LESSONS LEARNED FROM THE MANUFACTURING INDUSTRY , 2013 .

[11]  Max Jacobson,et al.  A Pattern Language: Towns, Buildings, Construction , 1981 .

[12]  Sylwia Gierej,et al.  The Framework of Business Model in the Context of Industrial Internet of Things , 2017 .

[13]  Helmut Krcmar,et al.  Archetypes for Industry 4.0 Business Model Innovations , 2018, AMCIS.

[14]  Dirk Schaefer,et al.  On Servitization of the Manufacturing Industry in the UK , 2016 .

[15]  Zelong Wei,et al.  Manufacturing flexibility, business model design, and firm performance , 2017 .

[16]  Helmut Krcmar,et al.  Leveraging Customer-integration Experience: A Review of Influencing Factors and Implications , 2019, Commun. Assoc. Inf. Syst..

[17]  Friedrich-Alexander,et al.  THE IMPACT OF THE INDUSTRIAL INTERNET OF THINGS ON ESTABLISHED BUSINESS MODELS , 2016 .

[18]  Boris Otto,et al.  Design Principles for Industrie 4.0 Scenarios , 2016, 2016 49th Hawaii International Conference on System Sciences (HICSS).

[19]  Marko Kohtamäki,et al.  Strategy map of servitization , 2017 .

[20]  Yves Pigneur,et al.  Clarifying Business Models: Origins, Present, and Future of the Concept , 2005, Commun. Assoc. Inf. Syst..

[21]  N. Foss,et al.  Business models for open innovation: Matching heterogeneous open innovation strategies with business model dimensions , 2015 .

[22]  Andreas Hein,et al.  Does Business Model Matter for Startup Success? A Quantitative Analysis , 2019, ECIS.

[23]  S. Evans,et al.  A literature and practice review to develop sustainable business model archetypes , 2014 .

[24]  N. Foss,et al.  Fifteen Years of Research on Business Model Innovation , 2017 .

[25]  Christian Ramsauer,et al.  Industrie 4.0 – Die Produktion der Zukunft , 2013 .

[26]  H. Chesbrough Business model innovation: it's not just about technology anymore , 2007 .

[27]  Wolfgang Schweizer,et al.  Intelligent production-competition strategies for producing enterprises , 2006 .

[28]  P. Rich The Organizational Taxonomy: Definition and Design , 1992 .

[29]  R. Amit,et al.  The Business Model: Recent Developments and Future Research , 2011 .

[30]  H. Chesbrough Business Model Innovation: Opportunities and Barriers , 2010 .

[31]  Patrick Spieth,et al.  BUSINESS MODEL INNOVATION: TOWARDS AN INTEGRATED FUTURE RESEARCH AGENDA , 2013 .

[32]  Souad Djelassi,et al.  Customers' participation in product development through crowdsourcing: Issues and implications , 2013 .

[33]  Andy Neely,et al.  Capturing value from big data – a taxonomy of data-driven business models used by start-up firms , 2016 .

[34]  Lars Witell,et al.  From service for free to service for fee: business model innovation in manufacturing firms , 2013 .

[35]  V. Parida,et al.  Product–Service Systems (PSS) business models and tactics – a systematic literature review , 2015 .

[36]  Andreas Hein,et al.  Towards a Design Framework for Service Platform Ecosystems , 2018, ECIS.

[37]  Giovanni Gavetti,et al.  How strategists really think. Tapping the power of analogy. , 2005, Harvard business review.

[38]  Jan Muntermann,et al.  A method for taxonomy development and its application in information systems , 2013, Eur. J. Inf. Syst..

[39]  D. Schaefer,et al.  A Data-driven Business Model Framework for Value Capture in Industry 4.0 , 2017 .

[40]  Robert C. Nickerson,et al.  Discovering digital business models in traditional industries , 2017 .

[41]  Frank Teuteberg,et al.  Understanding the implications of digitisation and automation in the context of Industry 4.0: A triangulation approach and elements of a research agenda for the construction industry , 2016, Comput. Ind..

[42]  K. Voigt,et al.  The influence of the Industrial Internet of Things on business models of established manufacturing companies – A business level perspective , 2017 .

[43]  Jon Kepa Gerrikagoitia,et al.  Making Sense of Manufacturing Data , 2016, ICINCO.

[44]  Laura W. Winnig GE's big bet on data and analytics , 2016 .

[45]  Jan vom Brocke,et al.  A Journey of Digital Innovation and Transformation: The Case of Hilti , 2017 .

[46]  K. Eisenhardt Building theories from case study research , 1989, STUDI ORGANIZZATIVI.

[47]  Fernando Deschamps,et al.  Past, present and future of Industry 4.0 - a systematic literature review and research agenda proposal , 2017, Int. J. Prod. Res..

[48]  Fernando Romero,et al.  A review of the meanings and the implications of the Industry 4.0 concept , 2017 .

[49]  Elgar Fleisch,et al.  Ertragsmodelle im Internet der Dinge , 2017 .

[50]  Yves Pigneur,et al.  Business Model Generation: A handbook for visionaries, game changers and challengers , 2010 .

[51]  A. Tukker Eight types of product–service system: eight ways to sustainability? Experiences from SusProNet , 2004 .

[52]  Sven M. Laudien,et al.  Understanding platform business models: A mixed methods study of marketplaces , 2017, European Management Journal.

[53]  Marco Montemari,et al.  Business model configurations: A five V framework to map out potential innovation routes , 2016 .

[54]  Martin Wiener,et al.  Towards a Taxonomy of Digital Business Models - Conceptual Dimensions and Empirical Illustrations , 2017, ICIS.

[55]  Alan R. Hevner,et al.  Focus Groups for Artifact Refinement and Evaluation in Design Research , 2010, Commun. Assoc. Inf. Syst..

[56]  Elgar Fleisch,et al.  IoT business models in an industrial context , 2016, Autom..

[57]  Helmut Krcmar,et al.  IoT as PSS Enabler: Exploring Opportunities for Conceptualization and Implementation , 2019, PACIS.

[58]  F. Schiavone,et al.  Understanding business model in the Internet of Things industry , 2018, Technological Forecasting and Social Change.

[59]  Christopher L. Tucci,et al.  A Critical Assessment of Business Model Research , 2017 .

[60]  Jörg Weking,et al.  The Influence of Digital Affordances and Generativity on Digital Platform Leadership , 2019, ICIS.

[61]  Yong Lin,et al.  Understanding business ecosystem using a 6C framework in Internet-of-Things-based sectors , 2015 .

[62]  Thierry Rayna,et al.  From rapid prototyping to home fabrication: How 3D printing is changing business model innovation , 2016 .

[63]  J. Gausemeier,et al.  Business Model Patterns For Disruptive Technologies , 2015 .

[64]  Change a Running System , 2012 .

[65]  Oliver Gassmann,et al.  The Business Model Navigator: 55 Models That Will Revolutionise Your Business , 2014 .

[66]  L. Grünert,et al.  Industrie 4.0-getriebene Geschäftsmodellinnovationen im Maschinenbau am Beispiel von TRUMPF , 2017 .

[67]  Nizar Abdelkafi,et al.  BUSINESS MODEL INNOVATIONS FOR ELECTRIC MOBILITY — WHAT CAN BE LEARNED FROM EXISTING BUSINESS MODEL PATTERNS? , 2013 .

[68]  Piller,et al.  Business Model Innovation for Industrie 4.0: Why the 'Industrial Internet' Mandates a New Perspective on Innovation , 2015 .

[69]  D. Teece Business Models, Business Strategy and Innovation , 2010 .

[70]  Helmut Krcmar,et al.  Value co-creation practices in business-to-business platform ecosystems , 2019, Electronic Markets.

[71]  P. Fettke,et al.  Industry 4.0 , 2014, Bus. Inf. Syst. Eng..

[72]  Clayton M. Christensen,et al.  Reinventing Your Business Model , 2008 .

[73]  R. Yin Case Study Research: Design and Methods , 1984 .

[74]  Andre Hanelt,et al.  THE BUSINESS MODEL PATTERN DATABASE — A TOOL FOR SYSTEMATIC BUSINESS MODEL INNOVATION , 2017 .

[75]  Kathleen M. Eisenhardt,et al.  Theory Building From Cases: Opportunities And Challenges , 2007 .

[76]  H. Pfohl,et al.  The Impact of Industry 4.0 on the Supply Chain , 2015 .

[77]  William H. Glick,et al.  Typologies As a Unique Form Of Theory Building: Toward Improved Understanding and Modeling , 1994 .

[78]  Emre Cevikcan,et al.  Technology Roadmap for Industry 4.0 , 2018 .

[79]  Lasse B. Lien,et al.  What Drives Business Model Adaptation? The Impact of Opportunities, Threats and Strategic Orientation , 2017 .

[80]  Helmut Krcmar,et al.  A hierarchical taxonomy of business model patterns , 2018, Electronic Markets.

[81]  Oliver Schilke,et al.  Strategic development of business models: Implications of the web 2.0 for creating value on the internet , 2010 .

[82]  Andre Hanelt,et al.  A Taxonomy of Carsharing Business Models , 2016, ICIS.

[83]  Thomas Kohler,et al.  Crowdsourcing-Based Business Models: How to Create and Capture Value , 2015 .

[84]  Helmut Krcmar,et al.  Business Model Innovation Strategies for Product Service Systems – An Explorative Study in the Manufacturing Industry , 2018 .

[85]  Helmut Krcmar,et al.  The Business Model DNA: Towards an Approach for Predicting Business Model Success , 2017, Wirtschaftsinformatik.

[86]  Christopher L. Tucci,et al.  Business model innovation , 2014 .

[87]  Anders Ingwald,et al.  Business Model Development Towards Service Management 4.0 , 2016 .

[88]  Jae-Hyeon Ahn,et al.  Prototyping Business Models for IoT Service , 2016 .

[89]  Philippe Guerlain,et al.  Mass Customization in Apparel Industry - Implication of Consumer as Co-Creator , 2014 .