Artificial intelligence and corporate innovation: A review and research agenda

S Bahoo, M Cucculelli, D Qamar - Technological Forecasting and Social …, 2023 - Elsevier
Artificial Intelligence (AI) induce corporates to re-design their innovation process. Due to
rapid technological development, synchronization of information systems, and …

[HTML][HTML] Ecosystem transformation for digital servitization: A systematic review, integrative framework, and future research agenda

M Kolagar, V Parida, D Sjödin - Journal of Business Research, 2022 - Elsevier
Manufacturing firms are increasingly seeking to capture the potential of digitalization by
transforming towards digital servitization. Yet, most manufacturers struggle to realize the …

Digital platform ecosystems

A Hein, M Schreieck, T Riasanow, DS Setzke… - Electronic markets, 2020 - Springer
Digital platforms are an omnipresent phenomenon that challenges incumbents by changing
how we consume and provide digital products and services. Whereas traditional firms create …

From servitization to digital servitization: How digitalization transforms companies' transition towards services

C Favoretto, GHS Mendes, MG Oliveira… - Industrial marketing …, 2022 - Elsevier
Servitization and digitalization are two business model innovations that have affected
product companies. From the convergence of these two trends, digital servitization emerged …

Using big data for co-innovation processes: Mapping the field of data-driven innovation, proposing theoretical developments and providing a research agenda

S Bresciani, F Ciampi, F Meli, A Ferraris - International Journal of …, 2021 - Elsevier
This is the first systematic literature review concerning the interconnections between big
data (BD) and co-innovation. It uses BD as a common perspective of analysis as well as a …

Artificial intelligence and machine learning

N Kühl, M Schemmer, M Goutier, G Satzger - Electronic Markets, 2022 - Springer
Within the last decade, the application of “artificial intelligence” and “machine learning” has
become popular across multiple disciplines, especially in information systems. The two …

Generativity: A systematic review and conceptual framework

LDW Thomas, R Tee - International Journal of Management …, 2022 - Wiley Online Library
The construct of generativity is increasingly adopted to describe system innovation in digital
contexts. We systematically review this construct, investigating its antecedents, processes …

[HTML][HTML] Leveraging industry 4.0–A business model pattern framework

J Weking, M Stöcker, M Kowalkiewicz, M Böhm… - International Journal of …, 2020 - Elsevier
Abstract 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 …

[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 …

[HTML][HTML] Literature review on industrial digital platforms: A business model perspective and suggestions for future research

A Madanaguli, V Parida, D Sjödin, P Oghazi - … Forecasting and Social …, 2023 - Elsevier
Rapid digitalization of industries has led to the proliferation of complex industrial digital
platforms; however, few industrial platform leaders have successfully established …