In scientific research, collaborative platforms have become crucial tools for information and innovation management, thus fostering collaboration among researchers, scientific discovery through experience sharing, and the development of relevant skills. By utilizing the SWOT-TOWS matrix as a collaborative and participatory tool, the objective of this systematic literature review is to explore the impact of these collaborative platforms in the field of scientific research in the era of artificial intelligence (AI). As technological advancements transform the way research is conducted, researchers are increasingly turning to digital tools to facilitate collaboration, knowledge sharing, and innovation. Our systematic analysis covers a range of collaborative platforms used in sharing publications, managing bibliographic references, and tracking scientific research activity. The systematic literature review was conducted using the PRISMA method, identifying and analyzing scientific articles on the subject. The results highlight challenges and opportunities associated with the use of these platforms in the context of AI, aiming to promote effective collaboration and faster problem-solving, ultimately enriching the understanding of the emergence of significant innovations in scientific collaboration.