This paper draws on the Digital Multi-Sided Platform (DMSP) literature from 1990-2022 to systematically review and synthesize its themes and contexts. We analyzed 344 articles from Web of Science and Scopus databases using a two-step approach: 1) bibliometric analysis to identify principal research themes in the DMSP literature. 2) content analysis to develop these themes further. This study contributes to highlighting the DMSP role in Industry 4.0 and Service 4.0, which is an exclusive finding that has not been discussed by any other SLR paper before, along with highlighting competition & collaborative innovation, antitrust, platform typologies, and data privacy as a future research direction, also, this paper analyzes the challenges and makes recommendations. In this way, the review advances the current understanding of the growing field of DMSP. Further, the study offers practical insights to guide policymakers, strategists, and managers about the prominent implications. The study does not only review the literature but offers a consolidated account of critical analysis, reviewing the evolution of DMSP. The bibliometric analysis depicts current research trends presenting us with four clusters i) Innovation and entrepreneurship, ii) Sharing economy, iii) Business model and iv) Network effects in DMSP literature. We have identified research gaps and presented future research questions for scholars to investigate along with managerial implications of DMSP owners and stakeholders.