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This comprehensive study explores the dynamic intersection of engineering innovations and sustainable entrepreneurship, a nexus that promises to redefine the contemporary business landscape. The research employs a systematic approach to literature review, critically analyzing recent scholarly works to unearth the prevailing trends, challenges, and opportunities in the sector. The primary aim of this paper is to delineate the transformative role of engineering tools in fostering sustainable entrepreneurship, with a keen focus on artificial intelligence, Internet of Things, and blockchain technology. Through a meticulous methodological approach, the study evaluates the impact of these innovations on sustainable practices, offering advanced interpretations and forecasts based on data analysis. The conclusion underscores a paradigm shift towards a more sustainable and future-oriented economy, driven by the integration of engineering innovations. It highlights the significant research gaps, indicating further exploration necessary to foster a deeper understanding of the sector’s intricate dynamics. In light of the findings, the paper proposes strategic suggestions for the engineering sector, emphasizing the need for collaborative efforts, educational reforms, and policy initiatives to navigate the complexities of the evolving landscape. Furthermore, it outlines prospective developments and implications, highlighting the potential growth trajectories and the consequent socio-economic impacts. The study culminates in a set of robust recommendations, advocating for a harmonized approach that integrates technological advancements with sustainability principles, thereby fostering a landscape that thrives on innovation, sustainability, and entrepreneurship.