Artificial intelligence for industry 4.0: Systematic review of applications, challenges, and opportunities

Z Jan, F Ahamed, W Mayer, N Patel… - Expert Systems with …, 2023 - Elsevier
Many industry sectors have been pursuing the adoption of Industry 4.0 (I4. 0) ideas and
technologies, which promise to realize lean and just-in-time production through digitization …

Digital technology and business model innovation: A systematic literature review and future research agenda

C Ancillai, A Sabatini, M Gatti, A Perna - Technological Forecasting and …, 2023 - Elsevier
Abstract Digital technologies (eg Industry 4.0, Internet of Things, cloud computing, big data,
blockchain, etc.), are profoundly affecting companies' activities and processes, thus leading …

Industry 4.0 towards social and environmental sustainability in multinationals: Enabling circular economy, organizational social practices, and corporate purpose

RT de Oliveira, M Ghobakhloo, S Figueira - Journal of Cleaner Production, 2023 - Elsevier
Abstract The advent of Industry 4.0 (I4. 0) technologies has ushered in a transformative era
for multinational enterprises (MNEs), propelling them toward a future characterized by social …

[HTML][HTML] Consolidating digital servitization research: A systematic review, integrative framework, and future research directions

L Shen, W Sun, V Parida - Technological Forecasting and Social Change, 2023 - Elsevier
Manufacturing firms are increasingly transforming toward digital servitization, characterized
by convergence and simultaneous gains from digitalization and servitization. Due to the …

Analysis of Industry 4.0 and circular economy enablers: A step towards resilient sustainable operations management

A Behl, R Singh, V Pereira, B Laker - Technological Forecasting and Social …, 2023 - Elsevier
Abstract Originating in Germany, Industry 4.0 quickly became the new standard with
industries adopting it worldwide. However, in the hurry to become digitalized for increasing …

The process of business model innovation driven by IoT: Exploring the case of incumbent SMEs

M Paiola, L Agostini, R Grandinetti, A Nosella - Industrial Marketing …, 2022 - Elsevier
Industry 4.0 is dramatically affecting firms' strategies. In particular, technologies like the
Internet of Things (IoT) are offering firms the possibility to manage product functions …

How market pressures and organizational readiness drive digital marketing adoption strategies' evolution in small and medium enterprises

J Su, Y Zhang, X Wu - Technological Forecasting and Social Change, 2023 - Elsevier
In the digital economy, effectively adopting public platforms for digital marketing has become
an important source of competitive advantage for small and medium-sized enterprises …

Designing business models for Industry 4.0 technologies provision: Changes in business dimensions through digital transformation

É Marcon, MA Le Dain, AG Frank - Technological Forecasting and Social …, 2022 - Elsevier
Abstract Industry 4.0 (I4. 0) literature has been concerned with how to implement digital
technologies in manufacturing processes. However, the I4. 0 concept also comprises …

[HTML][HTML] Autonomous vehicle solutions and their digital servitization business models

S Leminen, M Rajahonka, R Wendelin… - … Forecasting and Social …, 2022 - Elsevier
Digitalization and automation play essential roles in how companies create value for their
customers in emerging industries, including autonomous vehicle solutions (AVSs) and …

Servitization innovation: a systematic review, integrative framework, and future research directions

Y **ng, Y Liu, P Davies - Technovation, 2023 - Elsevier
Servitization has emerged as an important research topic in the fields of innovation and
technology management that connects products and services with the purpose of enhancing …