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Robotics And National Development: Lessons From Global Reforms And The Path Forward For Nigeria

November 3, 2026 / 8:55 am

By Boluwatife Ekundayo, Chris Allagoa, and Oluwatobi Akinola

Robotics is an important component of the technological advancements driving the Fourth Industrial Revolution[1]. Robotics, broadly understood as the design, construction, operation and application of robots[2], combines mechanical components with artificial intelligence (AI) to perform tasks with varying degrees of autonomy and adaptability[3]. The convergence of robotics with artificial intelligence, machine learning, advanced manufacturing, and cloud computing is expanding the range of activities that can be automated or augmented.

The global expansion of robotics is already significant. According to the International Federation of Robotics (IFR), approximately 603,000 industrial robots were installed globally in 2025, an 11% increase from the previous year. China, the United States, Japan, the Republic of Korea and Germany remain among the leading markets for industrial robot adoption. The global operational stock of industrial robots reached approximately 5.08 million units in 2025[4]. These developments demonstrate that robotics is no longer confined to traditional manufacturing and is increasingly relevant to healthcare, agriculture, logistics, construction, energy, transportation and other sectors.

For Nigeria, robotics presents opportunities to improve productivity, strengthen industrial capacity, enhance workplace safety, support the delivery of essential services and develop new areas of high-value economic activity. These opportunities are particularly relevant to an economy seeking to diversify beyond traditional sources of growth and increase the productivity of its manufacturing, agricultural, healthcare, logistics and energy sectors[5].

Nigeria is not, however, starting from a regulatory or institutional vacuum. Existing frameworks relating to digital innovation, artificial intelligence, science and technology, startups, data protection and standardisation already provide components of an enabling environment for robotics.

The principal challenge is not simply the absence of a robotics law. Rather, it is the absence of a coherent national framework that connects existing institutions and policies, supports research and commercialisation, establishes appropriate safety and technical standards, addresses sector-specific regulatory questions, develops human capital and encourages responsible adoption of robotics.

This article examines the development of robotics globally, considers Nigeria’s existing legal and institutional framework, draws lessons from selected jurisdictions and proposes measures for developing a coordinated Nigerian robotics ecosystem.

Robotics refers to the interdisciplinary discipline of designing, constructing, operating, and applying robots – physical machines that can perform tasks with some autonomy – to everyday tasks[6]. The adoption of robotics has accelerated considerably over the past decade. While industrial robots remain concentrated in manufacturing, particularly automotive, electronics, metal and machinery production, robotics technology is increasingly being deployed in industries with more complex and variable operating environments, including automobile manufacturing, electronics production, warehousing, precision agriculture, hospitality, and security.

The latest IFR data illustrates the scale of this expansion. In 2025, factories worldwide installed approximately 603,000 industrial robots, an 11% increase over the previous year, while the global operational stock exceeded five million units[7]. The growth of service robotics is similarly significant. In 2025, shipments of professional service robots increased by 24% to almost 250,000 units. Transportation and logistics accounted for approximately 117,500 units, while medical robot sales increased by 19%[8]. This expansion is particularly relevant to developing economies because it demonstrates that robotics adoption is not necessarily dependent upon the existence of highly automated automobile or electronics industries alone.

The capacity of robotic systems to interact with individuals, process information, make operational decisions and perform physical tasks increasingly brings their development and deployment within the purview of law and regulation. Thus, questions concerning safety, liability, privacy, intellectual property, cybersecurity and human oversight may therefore arise alongside the technological development and deployment of robotic systems.

The global experience also shows that successful robotics ecosystems are not created by technology investment in isolation. They generally involve a combination of public research and development, industrial policy, access to capital, human-capital development, university-industry collaboration, technical standards, public procurement and regulatory frameworks capable of managing safety and other risks.

Robotics is consequently not merely a question of technological capability. Its development raises broader questions concerning the extent to which existing legal and regulatory frameworks are capable of accommodating emerging forms of automation and autonomous decision-making. This makes the regulation of robotics an increasingly relevant consideration in shaping the manner in which technological innovation is developed, commercialised and deployed.

3.0       NIGERIA'S EMERGING ROBOTICS ECOSYSTEM

Nigeria already possesses several elements of an emerging robotics ecosystem. The National Centre for Artificial Intelligence and Robotics (NCAIR), established as a special-purpose vehicle of the National Information Technology Development Agency (NITDA)[9], is expressly focused on AI, robotics, drones, IoT and other emerging technologies. Its mandate includes research, development, innovation and the practical application of emerging technologies to areas of national interest[10].

Universities and research institutions also contribute to Nigeria’s robotics and automation ecosystem through programmes in engineering, mechatronics, computer science, AI and related disciplines. Student competitions, STEM programmes, innovation hubs and technology-focused enterprises have further contributed to awareness and experimentation in robotics and automation.

Nigeria’s National Artificial Intelligence Strategy (NAIS) 2025 also recognises the country’s existing AI and robotics infrastructure, expressly identifying NCAIR as part of the foundation upon which Nigeria’s AI ecosystem is being developed[11]. The strategy provides an additional policy framework for research, innovation, talent development, infrastructure and responsible AI adoption, all of which have relevance to AI-enabled robotics.

Despite these developments, Nigeria’s robotics ecosystem remains fragmented. Research capacity, commercialisation pathways, industrial adoption, financing and specialised skills require further development. The absence of a dedicated national robotics policy also means that existing initiatives are not necessarily organised around a common roadmap for robotics research, manufacturing, deployment, standards and regulation. The appropriate policy objective should therefore be to build upon existing institutions rather than assume that the ecosystem must be created from scratch.

4.0       EXISTING LEGAL AND INSTITUTIONAL FRAMEWORK IN NIGERIA

Robotics in Nigeria is presently governed through a combination of general legislation, sector-specific regulation and policy instruments rather than a dedicated robotics framework. The relevance of these instruments depends on the application of the robotic system. Manufacturing applications, for instance, may implicate safety, employment and intellectual property, while healthcare applications may raise additional concerns relating to patient safety, professional responsibility and data protection.

The existing framework therefore provides a foundation for robotics development but remains fragmented in addressing the legal implications of increasingly autonomous systems. The principal legal and policy instruments relevant to the development and deployment of robotics include the following:

 

Constitution of the Federal Republic of Nigeria 1999 (As Amended)

The Constitution provides a broad foundation for governmental support for technological and scientific development. Although the Constitution does not specifically address robotics or artificial intelligence, section 16(2)(d) mandates the State to direct its policy towards ensuring suitable and adequate shelter, food, and national prosperity[12]. Similarly, section 18(2) provides that Government shall promote science and technology[13].

These provisions, together with the broader economic and social objectives contained in Chapter II, establish a constitutional basis for governmental intervention in research, education and technological development, although they do not themselves establish a regulatory framework for robotics.

Nigeria Startup Act 2022[14]

The Nigeria Startup Act 2022 represents one of the most significant legislative interventions aimed at promoting innovation and entrepreneurship in Nigeria[15].

The act establishes the National Council for Digital Innovation and Entrepreneurship, which is responsible for policy coordination and the implementation of programmes supporting technological advancement[16]. However, while the act supports the commercial development of robotics, it does not address the distinctive legal issues associated with autonomous robotic systems.

National Information Technology Development Agency Act

The National Information Technology Development Agency Act establishes the National Information Technology Development Agency (NITDA) and provides the institutional foundation for aspects of Nigeria’s information technology development framework[17].

NITDA’s role is particularly relevant to robotics given the increasing dependence of robotics on software, AI, connectivity, cloud infrastructure, cybersecurity and data processing. NCAIR’s specific focus on AI, robotics, drones and other emerging technologies provides a practical institutional bridge between Nigeria's broader digital economy policy and robotics development.

National Digital Economy Policy and Strategy

The National Digital Economy Policy and Strategy (2020–2030) was introduced by NITDA to accelerate Nigeria’s digital transformation[18].

The policy identifies digital innovation, indigenous content development, infrastructure expansion and human capital development as key pillars necessary for economic growth. Although the Policy does not establish a specific framework for robotics, its objectives provide an enabling policy environment for the development and adoption of robotics and related technologies.

National Artificial Intelligence Strategy

Nigeria’s National Artificial Intelligence Strategy seeks to position the country as a leading AI hub in Africa[19]. The strategy names research and development, ethical AI deployment, talent development, infrastructure expansion and innovation, as its key pillars.

Modern robotic systems are significantly dependent on AI for perception, decision-making and autonomous operation, developments under the national AI strategy are therefore likely to have direct implications for robotics.

Nigerian Data Protection Act 2023

Robotic systems may process significant quantities of personal data[20]. Cameras, microphones, biometric systems, location technologies, workplace monitoring systems, healthcare robots and domestic robots may collect or otherwise process information relating to identifiable individuals. The Nigeria Data Protection Act 2023 is therefore relevant where robotic systems involve the processing of personal data.  Organisations deploying robotic systems must consider the lawful processing, transparency, data minimisation, and security of personal data[21].

National Policy on Science, Technology and Innovation

Nigeria’s National Policy on Science, Technology and Innovation was introduced by the Federal Ministry of Innovation, Science and Technology to promote indigenous scientific capabilities and technological advancement[22].

This policy is particularly relevant to robotics because robotics development is inherently multidisciplinary and requires sustained interaction between research institutions, industry, government and technical bodies.

Despite the existing legal and institutional foundations, several structural and regulatory challenges may constrain the development and adoption of robotics in Nigeria.

Limited Research and Development Capacity

Robotics requires significant investment in laboratories, computing infrastructure, fabrication facilities, sensors, components, testing environments and specialised research personnel. Nigeria’s investment in research and development remains below international standards[23]. Limited funding, inadequate laboratory facilities and obsolete equipment constrain the development, testing and commercialisation of robotics research.

Weak Industry-Academia Collaboration

Robotics research should be linked more deliberately to identifiable industrial problems. Limited collaboration between universities and industry often prevents research outputs from progressing to commercial applications[24].  This weakens the transition from academic innovation to commercially viable robotics technologies.

Industry partnerships, joint research programmes, technology-transfer offices, shared laboratories and challenge-based funding could help reduce the distance between academic research and commercial deployment.

Poor Infrastructure & Shortage of Skilled Personnel

Reliable electricity, broadband connectivity and advanced manufacturing facilities are essential to robotics development. At the same time, the abundance of skilled personnel in Artificial Intelligence, robotics engineering, machine learning, and automation are critical to the development of a thriving robotics industry.

 Nigeria’s infrastructural and personnel constraints are notable. Epileptic power supply, strained internet adoption, especially in rural areas, and significant shortage of skilled personnel are detrimental to Nigeria’s robotics industry. Although Nigerian universities produce numerous engineering graduates, specialised training in robotics and autonomous systems remains limited[25].

These infrastructure and human-capital constraints collectively increase the cost of developing, testing and deploying robotic systems and can make imported solutions more attractive than locally developed alternatives.

Fragmented Legal and Regulatory Framework

Nigeria lacks a specific legal framework dedicated to robotics and autonomous systems, although existing laws may apply to particular applications. The principal concern is therefore regulatory fragmentation rather than the complete absence of applicable law[26].

This fragmentation can create uncertainty for innovators and users while also making enforcement more difficult. A coherent national policy should therefore map existing regulatory responsibilities and address issues such as liability, safety, certification, cybersecurity, data governance and accountability, particularly as robotic systems become increasingly autonomous.

Limited Access to Capital

The commercialisation of robotics innovations requires substantial capital investment. Hardware development requires expenditure on prototyping, components, testing, manufacturing and maintenance before significant commercial revenues may be generated. Unfortunately, access to venture financing in Nigeria remains relatively limited, particularly for deep-tech startups[27].

Dependence on Imported Components and Systems

Nigeria remains reliant on imported robotic equipment and automation systems. While imports facilitate adoption, sustained dependence may limit domestic manufacturing, technology transfer and the development of local expertise[28].

Nigeria’s reliance on imported technology creates exposure to foreign exchange fluctuations, supply-chain disruption and technology dependency. Developing domestic capability does not necessarily require immediate local production of every robotic component. A more realistic approach would be to identify areas where Nigeria has a comparative advantage, including systems integration, software, AI, maintenance, specialised applications and selected components.

 

Leading robotics jurisdictions demonstrate the importance of a multidisciplinary approach to scientific development. Robotics development should be supported by a combination of industrial policy, research funding, institutional coordination, private investment and skills development. China, Germany and the United States illustrate different approaches from which Nigeria may draw relevant lessons.

China: Strategic Industrial Policy, Scale and Domestic Manufacturing

China provides perhaps the clearest example of a state-supported robotics ecosystem. Robotics has been integrated into China's broader industrial modernisation strategy, including the Made in China 2025 initiative and subsequent industrial policy programmes[29]. The country’s approach to success included public research funding, robotics industrial parks, tax incentives, support for domestic manufacturers and technology-transfer initiatives[30].

The scale of China's robotics adoption is now substantial. In 2025, China accounted for approximately 59% of global industrial robot installations, with 354,000 units installed during the year. Chinese manufacturers also accounted for 55% of domestic installations[31].

China's experience demonstrates the importance of combining demand-side adoption with supply-side industrial development. Government policy has supported research, manufacturing capacity, industrial clusters and the adoption of robotics within manufacturing. For Nigeria, the lesson is not simply that government should subsidise robotics. Rather, robotics policy should consider the entire value chain, including research, component manufacturing, systems integration, deployment, maintenance and skills.

Germany: Industry 4.0, Research, and Industry

Germany’s robotics ecosystem is closely associated with its broader Industry 4.0 approach, which integrates automation, robotics, data and digital technologies into industrial production[32]. Collaboration between government, universities, research institutions and industry, including through the Fraunhofer Society, has supported the translation of research into commercial applications[33].

The lesson for Nigeria is the importance of institutional mechanisms that move robotics research beyond academic publications and prototypes towards commercial deployment. Universities and research institutions should have clearer pathways for collaboration with manufacturers, technology companies and other end users.

United States: Research, Commercialisation and Venture Capital

The United States has developed a strong robotics ecosystem through the interaction of government-funded research, universities, private companies and venture capital[34]. Federal research programmes, including those supported by agencies such as the National Science Foundation and the Defense Advanced Research Projects Agency, have contributed to robotics research and technological development. Universities have also played an important role in research, talent development and commercialisation[35]. The presence of venture capital financing further encourages the commercialisation of research outcomes[36].

The principal lesson for Nigeria is the importance of connecting research funding with commercialisation. Research support should not end at the prototype stage. Mechanisms for intellectual property protection, technology transfer, venture financing, procurement and industrial adoption are necessary to translate research into economic value.

Development of a Coherent Regulatory Framework for Robotics and Autonomous Systems

Nigeria's immediate priority should not necessarily be the enactment of a standalone legislation on robotics and automation. Robotics encompasses a wide range of technologies deployed across sectors that are already subject to established legal and regulatory regimes. A single omnibus statute may therefore create unnecessary regulatory overlap, particularly where existing laws already address specific risks associated with data protection, cybersecurity, product safety, intellectual property, consumer protection and sector-specific activities.

A more appropriate approach would be to develop a coherent, technology-neutral regulatory framework that builds upon existing legislation and institutions. The Nigerian Data Protection Act 2023, for example, already applies to the processing of personal data by organisations deploying robotic and AI-enabled systems, while existing technology and sectoral regulatory frameworks may address other aspects of deployment. The NITDA and NCAIR institutional framework can further support policy development, research and responsible adoption of robotics, while relevant sector regulators and standards bodies can address application-specific requirements.

Government should therefore undertake a comprehensive review of existing legislation to identify regulatory gaps arising from the deployment of robotic and autonomous systems and introduce targeted amendments or subsidiary regulations where necessary. Particular attention should be given to safety, testing and certification, responsible innovation, cybersecurity, product and operator liability, accountability, human oversight, data protection, discrimination, employment, and sector-specific deployment. Appropriate technical standards and regulatory sandboxes should also be developed to facilitate safe testing and commercialisation.

Development of a National Robotics and Automation Policy

Nigeria should develop a National Robotics and Automation Policy that sits within the broader digital economy, AI and science and technology policy architecture. The policy should establish national objectives for research and development, industrial adoption, commercialisation, local content and manufacturing, skills development, standards and certification, responsible deployment, financing, and international collaboration. The policy should also identify priority sectors and establish measurable targets against which progress can be evaluated.

Strengthen Coordination Among Existing Institutions

Rather than immediately creating another regulatory institution, Nigeria should clarify the roles of existing institutions. A coordinated role-allocation framework where; the NCAIR provides a research and innovation platform, NITDA contributes to digital technology policy and standards, the Federal Ministry of Innovation, Science and Technology supports the broader science, research and industrialisation agenda, Standards Organisation of Nigeria (SON) supports technical standards and conformity assessment, and relevant sector regulators address application-specific requirements; could be adopted.

A coordinated inter-agency mechanism could provide a more efficient approach to policy implementation than creating a standalone institution without clearly defined boundaries.

 

 

Establishment of Dedicated Robotics Research Centres and Testing Environments

The Federal Government should establish specialised robotics and automation research institutes, modelled after successful institutions in Germany, Japan, and South Korea. These centres can serve as hubs for innovation, skills development, and technology transfer. The Federal Government could also establish specialised robotics research centres and innovation clusters. These facilities could provide shared laboratories, prototyping and testing infrastructure, technical expertise, and opportunities for collaboration between researchers and industry.

In addition to research institutes, robotics development requires controlled environments where new technologies can be tested before large-scale deployment. Relevant public institutions should consider regulatory sandboxes and testing facilities for emerging robotic applications, particularly in healthcare, agriculture, logistics, manufacturing, and autonomous systems. Such mechanisms can allow regulators to identify safety and compliance issues at an early stage without imposing unnecessarily burdensome requirements on early-stage innovation.

Promote Fiscal Incentives and Deep-Tech Financing

The development of a viable robotics ecosystem will require both fiscal incentives and access to appropriate sources of capital. Robotics enterprises typically incur significant costs in research, prototyping, testing, specialised equipment, manufacturing and commercial deployment, while requiring longer development cycles than many conventional technology businesses.

Government should therefore consider targeted fiscal measures to reduce the cost of robotics research, development and deployment. These may include tax incentives for qualifying research and development activities, investment allowances, accelerated capital allowances, and appropriate reliefs on the importation of specialised research and robotics equipment that is not readily available locally. Such incentives should be carefully designed to support genuine innovation and local capacity rather than create incentives for long-term dependence on imported technology.

These measures should be complemented by financing mechanisms suited to deep-tech enterprises, including competitive research grants, patient capital, development-finance interventions, government-backed funds and public-private investment programmes. Existing startup and innovation-financing initiatives should also be structured, where appropriate, to accommodate the longer development cycles and higher capital requirements associated with robotics and other hardware-intensive technologies.

Strengthening Intellectual Property Protection and Technology Transfer

Robotics innovation involves multiple forms of intellectual property, including patents, copyright (for software designs), trade secrets, trademarks and know-how. Effective protection and commercialisation of these rights will be important to attracting investment and encouraging indigenous innovation[37].

Research institutions and robotics companies should therefore be supported in identifying, protecting and commercialising intellectual property. The Government should also strengthen technology-transfer mechanisms so that publicly funded research can move more effectively from laboratories to commercial applications.

Robotics has become an important driver of economic, industrial and technological development. The experience of leading robotics jurisdictions demonstrates that successful robotics ecosystems are supported not by a single intervention, but by the interaction of research institutions, industry, finance, infrastructure, skilled personnel, technical standards, public policy and effective routes to commercialisation.

Nigeria already possesses several of these building blocks. NCAIR provides an institutional focus for AI and robotics research and innovation; the National AI Strategy provides a broader framework for AI development; the Nigeria Startup Act supports technology entrepreneurship; the National Digital Economy Policy and Strategy provides a digital transformation framework; the National Science, Technology and Innovation Policy supports indigenous scientific and technological development; and the Standards Organisation of Nigeria provide mechanisms relevant to standards and conformity assessment.

The Nigerian policy challenge is therefore one of consolidation and development. Nigeria should build on these existing foundations while addressing the gaps that are particularly relevant to robotics, including technical standards, safety, testing, commercialisation, specialised skills, financing, sector-specific regulation and responsible deployment.

For Nigeria, the objective should be to develop the capacity to research, design, deploy, regulate and commercialise robotic technologies that respond to Nigerian economic and social needs. A coordinated national approach can enable robotics to contribute meaningfully to productivity, industrialisation, economic diversification and technological development while ensuring that its deployment remains safe, responsible and aligned with the public interest.

A coordinated framework, informed by international experience and adapted to Nigeria’s realities, can support the responsible development of robotics and its contribution to productivity and economic diversification[38].

 

Reference

[1] Isak Karabegović, The Role of Industrial and Service Robots in the 4th Industrial Revolution – “industry 4.0, ACTA TECHNICA CORVINIENSIS – Bulletin of Engineering Tome XI [2018] | Fascicule 2 [April – June]

[2] Physical machines that operate with varying levels of autonomy.

[3] Saeed B. Niku, Introduction to Robotics, Third Edition (2020) John Wiley & Sons Ltd. ISBN 978111527602

[4] International Federation of Robotics, World Robotics 2026 Report (IFR 2026), retrieved from https://ifr.org/ifr-press-releases/news/five-million-robots-now-operate-in-factories-globally on 5th October 2026

[5] Victor Akang and others, ‘Industrialization of The Nigerian Economy: The Imperatives Of Imbibing Artificial Intelligence And Robotics For National Growth And Development’ [2019] 2(2) Proceedings of the 2nd International Conference of the IEEE Nigeria Computer Chapter: IEEEnigComputConf'19: Ahmadu Bello University, Zaria, Nigeria, October 14-17, 2019 265 - 280

[6] IFR 2026 ibid

[7] IFR 2026 ibid

[8] https://supplychaindigital.com/news/ifr-professional-service-robot-sales-surge-24-worldwide

[9] https://ncair.nitda.gov.ng/about-us/

[10] Federal Ministry of Communications, Innovation and Digital Economy, National Artificial Intelligence Strategy (NAIS) (2025). Retrieved from https://ncair.nitda.gov.ng/wp-content/uploads/2025/09/National-Artificial-Intelligence-Strategy-19092025.pdf on 5th October 2026, 15

[11] NAIS 2025, ibid

[12] Constitution of the Federal Republic of Nigeria 1999 (as amended), s 16(2)(d).

[13] Ibid, s 18(2)

[14] Nigeria Startup Act 2022

[15] Lanase, Usman, Startup Labelling and Fiscal Incentives Under the Nigeria Startup Act, 2022: Implications for Founders and Investors (June 22, 2026). Available at SSRN: https://ssrn.com/abstract=7041158 or http://dx.doi.org/10.2139/ssrn.7041158

[16] Nigeria Startup Act 2022, ss 3–5

[17] National Information Technology Development Agency Act 2007, Section 1

[18] Federal Ministry of Communications and Digital Economy, National Digital Economy Policy and Strategy (2020–2030)

[19] Federal Ministry of Communications, Innovation and Digital Economy, National Artificial Intelligence Strategy (2024)

[20] That is, information relating to an identifiable individual.

[21] Nigerian Data Protection Act 2023, Sections 24 - 26

[22] Federal Ministry of Science and Technology, National Policy on Science, Technology and Innovation (2022)

[23] UNESCO, Science Report: The Race Against Time for Smarter Development (UNESCO Publishing 2021) 612.

[24] World Bank, Digital Economy for Africa Initiative: Nigeria Country Assessment (World Bank 2023) 83.

[25] World Economic Forum, The Future of Jobs Report 2025 (WEF 2025) 94.

[26] Intelligent Robots Development and Distribution Promotion Act 2008 (South Korea).

[27] African Private Equity and Venture Capital Association, Venture Capital in Africa Report (AVCA 2024) 21.

[28] United Nations Conference on Trade and Development, Technology and Innovation Report 2023 (UNCTAD 2023).

[29] Max J. Zenglein & Anna Holzmann, ‘Evolving Made in China 2025: China’s industrial Policy in the Quest for

Global Tech Leadership‘ (2019) MERICS Papers on China.

[30] State Council of the People's Republic of China, Made in China 2025 Strategic Plan (2015)

[31] IFR World Robotics Reports 2026

[32] Federal Ministry for Economic Affairs and Energy (Germany), Industrie 4.0 Strategy Report (2019)

[33] https://www.oecd.org/en/publications/sme-technology-adoption-in-the-united-kingdom_cecfb794-en/the-fraunhofer-institute-germany_5499f948-en.html

[34] Robert D. Atkinson, Meghan Osertag, & Trelysa Long, ‘A Time to Act: Policies to Strengthen the US Robotics Industry’, (July 2025) Information Technology & Innovation Foundation

[35] National Science Foundation, National Robotics Initiative: Research and Innovation Program Overview (NSF, Washington DC)

[36] United Nations Educational, Scientific and Cultural Organization (UNESCO), Science Report: The Race Against Time for Smarter Development (UNESCO Publishing 2021

[37] World Trade Organization- Agreement on Trade-Related Aspects of Intellectual Property Rights 1994

[38] Organisation for Economic Co-operation and Development (OECD), Artificial Intelligence, Robotics and the Future of Work (OECD Publishing 2023