The study makes use of systematic literature review (SLR) to examine how industry innovations can support sustainable manufacturing. The results show that these technologies greatly improve manufacturing sustainability, even though previous studies have tended to focus more on broad ideas than on particular shop floor activities and planning. The study emphasizes the quick development of a service-oriented, network-based manufacturing paradigm and points out a vacuum in the literature with respect to in-depth assessments of these fields. This study lays the groundwork for future research by providing insights into the role and convenience of Industry technologies in diverse production operations. These studies can then build comprehensive frameworks that integrate these technologies to attain sustainability in both small and large enterprises. The report highlights the significance of lean production and the contributions of AI and machine learning to the advancement of manufacturing sustainability. It also identifies important research obstacles and suggests future research areas.