Collaborative Ecosystem Research Articles

Role of Digital Entrepreneurship in Social Empowerment of Women Entrepreneurs in India: An Empirical Study

Digital entrepreneurship has emerged as a transformative force that offers numerous opportunities for the social empowerment of women in India. The study explores the way the digital platforms and technologies allow women entrepreneurs to overcome barriers like “limited access to markets, financial resources, and socio-cultural restrictions.” Women are now creating ground-breaking business models, accessing wider audiences, and achieving financial independence with the help of digital tools. It is seen that digital entrepreneurship enhances economic participation and also fosters confidence, skill development, and societal recognition for women. Government initiatives and policies are there to support female entrepreneurship. There are some challenges also like digital literacy gaps, inadequate infrastructure in rural areas, and gender biases. Previous studies show that training programs, mentorship, and improved internet access amplify the role of digital entrepreneurship in bridging gender disparities. The study suggests for collaborative ecosystem that have full control on full potential of digital platforms that empowers women entrepreneurs in India. A sample of 203 women entrepreneurs from different entrepreneurial sectors were surveyed know the factors that determines different Role of Digital Entrepreneurship in Social Empowerment of Women Entrepreneurs and found that Breaking Barriers, Skill Development, Financial Independence and Community Building are the factors that shows different role of Digital Entrepreneurship in Social Empowerment of Women Entrepreneurs.

Forecasting the future of smart hospitals: findings from a real-time delphi study

BackgroundIn concert with other digital technologies, artificial intelligence (AI) is shaping the vision of smart hospitals. The transformation into smart hospitals, however, is all but trivial due to the lack of financial and human resources, digital skills, and supporting policies. Thus, the extent to which the vision of smart hospitals will eventually become reality is uncertain. In this context, our study provides a multidimensional conceptualization of the immediate future of smart hospitals to 2042.MethodsThis study employs an iterative mixed-methods approach, including expert workshops and a Delphi study. We conducted a real-time Delphi study to forecast the evolution of smart hospitals in 5-year steps from 2027 to 2042. A total of 39 experts in healthcare, artificial intelligence, and management participated.ResultsOur understanding of a technology-enabled smart hospital in this study includes four dimensions: artificial intelligence (AI), sustainability, ecosystems, and human-centeredness. Our findings underscore the critical need to address the shortage of hospital staff and general practitioners that models predict will peak by 2032. Additionally, our results show a significant shift to individualized medicine and home care. This shift indicates that smart hospitals are expected to leverage AI and digital technologies to tailor care to each patient. Furthermore, the roles and responsibilities of hospital staff will undergo significant changes. Healthcare personnel will have to adapt to new technologies that facilitate more efficient workflows and improve patient engagement in evolving healthcare environments. The results of our study suggest a shift in care to individualized medicine and home care, with corresponding changes in the roles and responsibilities of hospital staff who will employ new technologies.ConclusionsThe findings from our real-time Delphi study suggest that the vision of smart hospitals is gradually becoming reality over the next 20 years. Advancements in artificial intelligence should enhance operational efficiency and patient-centric care, while facilitating the integration of sustainability practices and fostering collaborative ecosystems. However, addressing challenges such as staff shortages, ethical considerations, and the need for robust digital skills will be essential. A deep pool of expert healthcare practitioners, clear ethical guidelines, and robust digital skills are essential to fully realize this vision and ensure that smart hospitals can meet the evolving needs of healthcare delivery.

Fitness and Sports Academy Integration Web Application

In the modern health and fitness landscape, gyms and athletes face unique challenges in managing schedules, tracking workouts, and fostering engagement. Existing systems often lack comprehensive tools to connect gym owners and customers effectively, impeding workout management and client retention. This paper presents a gym management and athlete engagement web application, developed with the MERN stack and leveraging Firebase for real-time data updates. By incorporating features such as personalized workout tracking, feedback systems, and integrated payment processing, this application aims to enhance gym operations and user experience. The research also explores the application of machine learning algorithms for injury prevention and personalized recommendations. Evaluation of the platform demonstrates significant improvements in user engagement, workout tracking, and gym management. This study highlights the potential of technology-driven solutions to address fitness industry challenges, creating scalable systems for gym management, athlete engagement, and personalized fitness plans. In the era of digital fitness, gym users, trainers, and gym owners increasingly rely on technology to track progress, foster community, and manage services. FitConnect aims to bridge this gap by providing a comprehensive fitness networking platform with real-time workout tracking, role-based functionalities, and payment integration. Unlike conventional fitness apps, FitConnect introduces a collaborative ecosystem where users can connect with trainers, join gym sessions, and manage subscriptions efficiently. Leveraging scalable architecture and user-friendly interfaces, this project combines essential fitness tracking with networking capabilities to create an integrated solution for fitness enthusiasts and professionals alike. This paper explores the design, development, and deployment strategies used to create this platform and assesses its impact on improving user engagement, goal tracking, and service management..

Imagining alternative futures for the Dutch poultry industry

In their quest for sustainable transformation, agricultural industries need to move beyond product and service innovation as well as rivalry between actors toward reconfiguring production and consumption systems. In mature industries like agriculture, envisioning alternatives that require systemic innovation is challenging due to the dominance of existing systems. This study constructs future images, as design tools, to expand the opportunity space for sustainable transformation. Focusing on the Dutch poultry industry, we conducted futures interviews to identify and structure drivers of change and use these to construct future images by identifying values-based themes. We constructed and visualized six coherent future images depicting alternative contexts for this industry: ‘zero-emission policy agenda,’ ‘farmers as entrepreneurial innovators,’ ‘collaborative ecosystem,’ ‘retail as an orchestrator,’ ‘happy animals, healthy humans,’ and ‘living labs in the knowledge economy.’ We discuss how these futures expand the opportunity space for novel production and consumption systems, drawing on distinct sustainability conceptualizations and different actors.

AI-Driven Drug Discovery: Accelerating the Development of Novel Therapeutics in Biopharmaceuticals

Artificial Intelligence (AI) has emerged as a transformative force in drug discovery, revolutionizing the biopharmaceutical industry's approach to developing novel therapeutics. This paper provides a comprehensive overview of AI-driven drug discovery, focusing on its applications in accelerating the development of innovative treatments. We examine the fundamental AI technologies employed in drug discovery, including machine learning algorithms, deep learning architectures, and natural language processing techniques. The paper analyzes the integration of AI across various stages of the drug discovery pipeline, from target identification to clinical trial design, highlighting significant improvements in efficiency and accuracy. We explore the impact of big data on AI-driven drug discovery, discussing the challenges and opportunities presented by multi-omics data integration, electronic health records mining, and the need for data standardization. The study also addresses ethical considerations and regulatory challenges associated with AI implementation in drug development. Finally, we present emerging trends and prospects for AI in biopharmaceuticals, emphasizing the importance of collaborative ecosystems and the potential for AI to revolutionize personalized medicine. This review synthesizes current research and industry practices, providing insights into the transformative potential of AI in drug discovery and the challenges that lie ahead in realizing its full potential.

A Comparative Analysis of the Regulatory Framework and Collaborative Environment for Pediatric Medical Device Development in Japan and the United States: Identifying Challenges, Support Mechanisms, and Emerging Opportunities.

There are specific obstacles to designing medical devices for children, such as commercial distortions and regulatory hurdles. This study compares the regulatory frameworks and collaborative ecosystems of the United States (US) and Japan, enabling the development of pediatric medical devices. The study illustrates the differences as well as parallels between the two countries by outlining their primary obstacles, channels of assistance, and prospects. The regulatory regimes of the US and Japan pose substantial challenges due to their intricate approval procedures and the dearth of pediatric-specific guidelines. However, while Japan's ecosystem is more dispersed, the US offers more well-established support mechanisms, such as funding initiatives and research alliances. Despite these difficulties, there are still prospects for innovative thinking and collaborative work. The article demonstrates successful partnerships between business, academia, and government in both countries, which have helped propel the advancement of pediatric devices. For stakeholders endeavoring to maneuver through thecomplex terrain of pediatric medical device development, this study offers valuable insights. With a comprehensive understanding of the regulatory and collaborative frameworks in Japan and the US, developers can more effectively leverage resources, overcome obstacles, and bring vital technology to market. The study's findings have implications for researchers, industry leaders, and policy regulators, providing recommendations for strategies aimed at stimulating innovation and enhancing children's healthcare outcomes internationally.

Interdependencies in industry 4.0 maturity: Fuzzy MCDA analysis for open innovation in developing countries

The emergence of Industry 4.0 (I4.0) is reshaping industries worldwide, driven by rapid technological progress and the need for open innovation. This study focuses on understanding the interdependencies of driving factors of I4.0 maturity in developing countries using Fuzzy Multi-Criteria Decision Analysis (MCDA) methods. By analyzing Indonesia, Pakistan, and Venezuela, the research aims to foster open innovation and address the unique challenges these nations face in adopting I4.0 technologies. I4.0 maturity models are essential for evaluating current maturity levels and identifying areas for improvement. However, the complexity and interdependence of various factors—ranging from data science and technology to policy, governance, and open innovation dynamics, such as social open innovation and the role of SMEs—complicate this process. This study employs Fuzzy TOPSIS and Fuzzy DEMATEL to identify the critical factors influencing I4.0 maturity and analyze their interdependencies and prioritization. The results indicate that 'Data and Information' and 'Willingness to Change' are crucial across all countries, while strategic differences between large enterprises and SMEs highlight the need for tailored approaches. This research highlights the importance of continuous IT investment, digital leadership, collaborative ecosystems, and agile strategies in fostering open innovation and driving I4.0 adoption. This research contributes to the theoretical and practical understanding of I4.0 maturity, offering valuable insights for practitioners and academics to explore the dynamic interactions of I4.0 factors and their impact on operational efficiency.

Stakeholder engagement: From sharing information and building consensus to mobilising public and private actors to create collaborative ecosystems

The paper proposes a novel approach to dialogue with local stakeholders to maximise the shared value that can be generated by infrastructure investments for the benefit of urban communities. The approach proposes a method for deliberately activating synergies between infrastructure and complementary initiatives through the active engagement of public and private stakeholders. In many cases today, infrastructure is designed, financed and implemented as functionally unitary engineering works that meet a specific need, leaving synergies with complementary initiatives to be activated spontaneously. Moreover, the dialogue with local stakeholders is limited and reductive, aiming mainly at the exchange of some project information and consensus building, thus missing the opportunity to identify and mobilise those ideas, capabilities and resources that are always present within a community. In the proposed approach, infrastructure is the catalyst for a long-term vision and stakeholder engagement is the tool for identifying the synergistic initiatives that can be implemented with the participation of public and private actors to maximise value creation.

Stakeholder engagement: From sharing information and building consensus to mobilising public and private actors to create collaborative ecosystems

The paper proposes a novel approach to dialogue with local stakeholders to maximise the shared value that can be generated by infrastructure investments for the benefit of urban communities. The approach proposes a method for deliberately activating synergies between infrastructure and complementary initiatives through the active engagement of public and private stakeholders. In many cases today, infrastructure is designed, financed and implemented as functionally unitary engineering works that meet a specific need, leaving synergies with complementary initiatives to be activated spontaneously. Moreover, the dialogue with local stakeholders is limited and reductive, aiming mainly at the exchange of some project information and consensus building, thus missing the opportunity to identify and mobilise those ideas, capabilities and resources that are always present within a community. In the proposed approach, infrastructure is the catalyst for a long-term vision and stakeholder engagement is the tool for identifying the synergistic initiatives that can be implemented with the participation of public and private actors to maximise value creation.

Exploring Leadership in Kedaireka Ecosystem Programs as a Matchmaking Platform Between Universities and Industries

Introduction/Main Objectives: This research examines the leadership approach implemented in the Kedaireka platform to unify leaders from various sectors. It studies the factors that motivate leaders across sectors to collaborate and the roles played by these leaders. Background Problems: In Indonesia, the Ministry of Education and Culture has established a collaborative ecosystem named Kedaireka. Kedaireka has developed research-based solutions to address societal problems three years after its founding. However, this study represents the first detailed examination of leadership practices within the platform. Novelty: This research focuses on the leadership practices within the Kedaireka ecosystem. The findings of this study serve as a reference for leading multi-actor ecosystems. Research Methods: This research employs a qualitative approach, utilizing the case study method. The author employed Focus Group Discussions (FGDs) and interviews for data collection. Finding/Results: The author identifies that Kedaireka's foundation is built on shared and agile collaborative leadership within its multi-actor partnerships. The leadership at Kedaireka prioritizes dynamic and transparent communication with stakeholders. A thorough and rigorous monitoring and evaluation system is in place, facilitating the development of impactful research that benefits society. Conclusion: Leadership characterized by humility, innovation, equitable distribution, and a focus on mutual benefits can serve as a model for organizations across Indonesia. These qualities have proven effective within Kedaireka, notably in delivering significant benefits to stakeholders ranging from universities to the industrial sector.

Developing collaborative ecosystem platforms to trigger sustainable “place-based” value creation: a dynamic performance governance approach

PurposeThis paper aims to illustrate how service ecosystem governance may provide a suitable ground to pursue holistic resilience to “wicked” socio-economic and ecological problems, for enhancing “place-based” sustainable performance outcomes through an organizational, interorganizational and context setting.Design/methodology/approachThis work suggests the use of “place-based” collaborative ecosystem platforms driven by a dynamic performance governance approach as a setting where facilitated performance dialogue is carried out among networked stakeholders. This fosters a holistic view of performance sustainability where intangibles, inertial, cultural and behavioral factors play a key role in policy analysis.FindingsThe paper illustrates how different research streams framing stakeholder relationships under a business, hybrid organization and public sector perspective converge toward the “service ecosystem” construct, as a common field for sustainable “place-based” value creation. This performance governance perspective frames accountability for achieving sustainable outcomes through interconnected viewpoints, i.e. (1) time (short vs long-term), (2) subject (single organization, “theme-focused” service ecosystem and “place-based” service ecosystem) and (3) field (socio-economic, cultural and ecological).Originality/valueThis work has an interdisciplinary track. It recommends feedback and “stock-and-flow” modeling to enhance framing counterintuitive patterns of behavior of dynamic complex socio-economic, cultural and ecological subsystems within “place-based” collaborative ecosystem platforms. Combining an inside-out with an outside-in view triggers sustainable outcome-based dynamic performance governance through an organizational, interorganizational and context setting.

Pedagogy with a heartbeat: The transformative potential of citizen science in education

Over the past few years, we have worked together in a citizen science project called Diamonds on the Soles of our Feet (see also Goldin et al. 2021, Goldin et al., 2023). In this project we engaged with 420 young learners in the Limpopo Province of South Africa. We came to see participating schools as collaborative ecosystems where young citizens become entangled with water through experiential encounters that make science alive and relevant. Through our engagement with citizen science, we experienced the transformative power of affect and the relevance of emotions in education as a social and political project. In our pedagogy we depart from the idea that human beings are separate from the biosphere, thus recognising the interdependency of all life forms on earth. We believe that keeping science education in laboratories and libraries affirms what Bozalek and Zemblyas (2023) call “privileged irresponsibility”. We propose that citizen science and its transformative potential can be one way to redress such irresponsibility. Through impactful encounters with human – nonhuman entanglement and the emotions which are evoked in this process, citizen science can create opportunities for responseability (Bozalek & Zemblyas, 2023), through teaching and learning with the heart. Such entanglement also resonates with relationality as the currency of care theorists. In the context of our citizen science work, caring for unfamiliar others is a form of non-humancentred care with unfamiliar water bodies in which the binary of inside-outside learning becomes porous as the geographies of water penetrate the classroom walls. In Diamonds on the Soles of our Feet, we noted how watery spaces and images move back and forth caring-with and through human bodies – waterbodies to school, school to waterbodies. The entanglement with the nonhuman resonates with Massumi’s (2015) notion of becoming where there is an unrolling of an event that is a becoming of two together.

Fostering Women Entrepreneurs: Exploring the Drivers of Successful Social Commerce Business Adoption Among Women

This study explores the determinants that contribute to the successful adoption of social commerce businesses among women, including entrepreneurial mindset, perceived value, social commerce literacy, and collaborative ecosystems. It also explores the potential impact of collaborative ecosystems and the successful adoption of social commerce businesses on women’s entrepreneurship. Targeting 223 women who are actively involved in social commerce businesses, data was analyzed using Smart PLS software. The results indicate that entrepreneurial mindset, perceived value, social commerce literacy, and collaborative ecosystems significantly impact the successful adoption of social commerce business among women. Furthermore, the study also found that the successful adoption of social commerce businesses and collaborative ecosystems has a significant impact on women’s entrepreneurship. This study contributes to the literature and theory of social commerce adoption, women entrepreneurship, and collaborative ecosystems in several ways. It makes a valuable contribution to social commerce theory by spotlighting the intricate interplay among diverse factors that collectively shape the successful adoption of social commerce ventures among women. The study’s findings also hold significant implications for a range of stakeholders, encompassing practical insights that can instigate positive transformations and enrich the realm of social commerce business and women’s entrepreneurship.

Technology Focus: Wellbore Tubulars (July 2024)

The oil and gas industry has witnessed significant advancements in downhole technology, driving improved efficiency, sustainability, and well integrity. The technical papers here offer valuable insights into these developments, exploring nonmetallic downhole tubulars, collaborative ecosystems, material selection, environmental sustainability, and mechanical evaluation, showing a promising alternative to traditional steel counterparts. Paper SPE 214647 explores operational experiences with glass-reinforced-epoxy-lined tubing, highlighting significant benefits such as corrosion protection, cost savings, and improved well integrity. The journey from pilot to large-scale implementation reveals valuable insights into the technology’s evolution and challenges faced by operators. Complementing this, paper IPTC 23491 emphasizes the pivotal role of ecosystem partners in realizing nonmetallic tubulars. It underscores the need for multidisciplinary collaboration across academia, research institutes, manufacturers, and service providers to navigate challenges and drive innovation effectively. Paper IPTC 23549, included in the recommended reading list, delves into materials and construction aspects critical for successful deployment. It discusses the selection of nonmetallic materials, pipe-construction considerations, and the importance of standardization to meet stringent downhole requirements, signaling a path toward product development and commercialization. Concurrently, paper SPE 214488 addresses mechanical evaluations and interventions in nonmetallic tubulars, showcasing advancements in testing methodologies and tool deployment. Insights gleaned from these evaluations inform future research and development efforts to enhance product reliability and performance. Finally, the carbon life-cycle assessment of nonmetallic tubulars in recommended-reading paper IPTC 24122 underscores environmental sustainability as a driving force behind innovation. By evaluating carbon footprints and life-cycle effects, the industry seeks to adopt ecofriendly solutions without compromising operational efficiency. The synthesis of these papers underscores the transformative potential of nonmetallic downhole tubulars in reshaping oilfield operations. Through collaborative partnerships, material advancements, rigorous testing, and environmental considerations, the industry strives toward safer, more-sustainable, and more-cost-effective solutions. Recommended additional reading at OnePetro: www.onepetro.org. IPTC 23549 Making Nonmetallic Downhole Tubulars a Reality—Materials and Construction by Serena L.M. Goh, Baker Hughes, et al. IPTC 24122 Carbon Life-Cycle Assessment of Nonmetallic Downhole Tubulars by P. Sarmah, Baker Hughes, et al.

Challenging factors across industry players in implementing the green building concept in Malaysia

Abstract This study examines the obstacles to implementing the green building concept in Greater Kuala Lumpur, a relatively novel concept in Malaysia. The country currently lacks awareness regarding existing green building technologies. In 2007, a Zero Energy Building in Kuala Lumpur, constructed based on the Green Building Concept, faced challenges, ultimately unable to effectively reduce energy consumption after three years of efforts. The research focuses on evaluating internal factors and external factors that pose challenges to the Green Building Concept among industry players in Greater Kuala Lumpur. The study involved 100 respondents in the property and construction field, utilizing a cluster sampling technique. Survey results revealed that both external and internal factors act as barriers to the implementation of the green building industry in Malaysia. The Relative Important Index identified high cost and pricing factors as significant external challenges, with relative importance indices of 0.946 and 0.936, respectively. Internally, the lack of consumer demand emerged as the most formidable obstacle, boasting a high relative importance index of 0.936. Additionally, the study highlighted the lack of incentive support as a notable internal factor, with a relative importance index of 0.934. To address these challenges, the study recommends collective responsibility among all stakeholders in the property and construction industry, including architects, property agents, the government, universities, and clients. Establishing a collaborative ecosystem can foster the growth of the green building industry in Malaysia, promoting sustainability and contributing to economic development.

Remanufacturing Shoemaking Machine: Feasibility Study Using AHP and DEMATEL Approach

This study investigates the feasibility of remanufacturing shoemaking machines for sustainability using a combined AHP and DEMATEL approach. The AHP prioritizes machine types for remanufacturing, while the DEMATEL analyzes the interdependencies of influencing factors. Results indicate sole-making equipment as the most suitable candidate, followed by surface and forming equipment. Furthermore, appropriate product design, modularity, and a complete recycling system emerge as crucial for successful strategies. The DEMATEL confirms the foundational role of these factors in influencing a positive corporate image and business model. This study offers valuable insights and recommendations for Taiwan-based shoemaking machine OEMs in India to formulate strategies that promote remanufacturing. The findings highlight the critical role of OEMs in raising customer awareness regarding the environmental and economic benefits of returning end-of-life products and utilizing remanufactured machinery. Effective strategies should emphasize the importance of design for remanufacturing principles, modular machine architectures, and the establishment of comprehensive recycling systems. By fostering customer engagement through such initiatives, OEMs can create a collaborative ecosystem that facilitates the successful implementation of remanufacturing practices within the Indian market. Overall, the study presents a compelling case for remanufacturing as a strategic approach for OEMs to promote a circular economy, resource efficiency, and a sustainable future for footwear production.

Banking competition in Indonesia: does Fintech lending matters?

PurposeThis paper aims to examine how the rise of financial technology (Fintech) lending affects bank competition. Moreover, this study also identifies the structure of Indonesian commercial banking sector and the different behaviour of competition among bank groups (based on their size, type and ownership) and the joint impact of COVID-19 due to the rise of Fintech lending.Design/methodology/approachUsing an unbalanced panel data set of 118 commercial banks in Indonesia over the period 2018–2022, both static panel and 2SLS/IV data analysis were used and found that random effect model is the best model.FindingsThe results show that the Indonesian commercial banking sector can be considered as monopolistic competition. Moreover, using the Lerner index reveals that the entry of the Fintech lenders increases bank competition. Furthermore, there were different responses to the impact of Fintech lending on bank competition among state-owned banks, private banks, regional development banks and foreign banks. Greater efficiency and stability lead to greater market power. In the meantime, higher level of asset growth, capitalisation and cost-to-income ratio increase the competition. Lastly, higher bank credit growth and lower inflation boost overall bank competitiveness.Practical implicationsThis study highlights some policy recommendations for commercial banks to be aware of the coming of Fintech lenders because they have started to increase the market competition. The government should create a more collaborative ecosystem between banks and Fintech lending to anticipate unhealthy competition.Originality/valueThis study will contribute to the literature by expanding the determinants of bank competition by considering the rise of Fintech lending in the market.

Collaborative ecosystems: a taxonomy and new research agenda

Collaborative ecosystems: a taxonomy and new research agenda

Digital transformation as a catalyst for business model innovation: A critical review of impact and implementation strategies

This study critically examines the transformative impact of digitalization on business models and identifies effective implementation strategies for navigating digital transformation. The primary objective was to explore how digital technologies act as catalysts for innovation within business models, assessing both the opportunities and challenges they present. Through a systematic literature review and content analysis, this research analyzed peer-reviewed articles and conference papers published between 2014 and 2024, focusing on the integration of emerging technologies such as AI, IoT, and blockchain into business practices. The methodology involved a comprehensive search across multiple databases, adhering to strict inclusion and exclusion criteria to ensure the relevance and quality of the literature. The analysis revealed that digitalization significantly enhances business agility, customer engagement, and operational efficiency, driving the evolution of traditional business models towards more adaptive, data-driven frameworks. Key insights highlight the necessity for organizations to embrace a culture of innovation and continuous learning to leverage digital transformation effectively. Strategic recommendations for practitioners emphasize the importance of developing digital literacy, fostering collaborative ecosystems, and aligning digital initiatives with broader business objectives. The study also discusses policy implications, urging the creation of supportive regulatory environments that facilitate digital innovation while addressing concerns related to data privacy and workforce displacement. Finally, this research underscores the critical role of digitalization in shaping the future of business models and outlines avenues for future research to bridge existing knowledge gaps and explore emerging digital trends. The findings serve as a valuable guide for business leaders, policymakers, and scholars in navigating the complexities of digital transformation.

Exploring the Roles, Future Impacts, and Strategic Integration of Artificial Intelligence in the Optimization of Smart City—From Systematic Literature Review to Conceptual Model

Artificial Intelligence (AI) is one of the science fields with huge potential to create a cognitive and tech-leaping type of future smart city design/development. However, extant studies lag behind recent applications, potential growth areas, and the challenges associated with AI implementation. This study examines AI’s current role, trend, and future potential impacts in enhancing smart city drivers. The methodology entails conducting a Systematic Literature Review (SLR) of publications from 2022 onwards. The approach involves qualitative deductive coding methods, descriptive statistical analysis, and thematic analysis. The findings revealed the impacts of AI in (i) public services and connectivity, (ii) improving accessibility and efficiency, (iii) quality healthcare, (iv) education, and (v) public safety. Likewise, strategies, such as collaborative ecosystems, digital infrastructure, capacity building, and clear guidelines and ethical framework, were proposed for fostering the integration of AI in potential future smart cities. This research fills a notable gap in the current understanding of AI’s specific contributions to smart cities, offering insights for stakeholders in urban planning, computer science, sociology, economics, environmental science, and smart city initiatives. It serves as a strategic guideline and scholarly research output for enhancing smart city design. It also underscores the potential of AI in creating dynamic, sustainable, and efficient urban environments.