SMART FARMS, SMART LAW: DIGITAL TRANSFORMATION IN AGRICULTURE AND THE ROLE OF THE LAW
By Olawale Bamidele Adedipe and Kemisola Ajayi
In recent years, agriculture in Nigeria, the backbone of the nation’s rural economy has undergone a significant transformation. Traditional farming practices that relied heavily on manual labour and rudimentary tools are giving way to digital technologies and data-driven systems, collectively referred to as smart farming. Technologies like artificial intelligence (AI), the Internet of Things (IoT), data analytics, mobile platforms, and digital marketplaces are reshaping how agricultural produce is cultivated, processed, distributed, and consumed.
Beyond improving productivity, these technologies are increasingly influencing critical farming decisions such as crop selection, irrigation management, pest control, weather forecasting, and access to markets. As agriculture becomes more data-driven, legal and regulatory considerations surrounding data governance, privacy, accountability, and digital inclusion have become increasingly important.
However, the success of this transformation is not solely determined by technological adoption; it also hinges on clear, fair, and forward-looking legal frameworks that guide innovation, protect users, and promote inclusive growth.
Agriculture remains integral to Nigeria’s economic structure, contributing significantly to the national GDP and serving as a major source of employment for much of the populace. The agricultural sector in Nigeria is divided into four main subsectors: crop production, livestock, fisheries, and forestry.[1]
Smart farming refers to the application of modern digital technologies to make agricultural processes more precise, efficient, and sustainable. These technologies may include: Sensors and IoT devices, AI and machine learning, and digital platforms.
Simply put, smart farming refers to the use of digital technologies to drive transformation in agriculture. It involves applying computer and communication technologies to digitize various parts of the farming value chain. Through this approach, farmers gain access to valuable information, services, and new opportunities that help improve productivity, increase profitability, and promote sustainable agricultural practices.[2]
As a country heavily dependent on agriculture for livelihoods and economic sustenance, Nigeria has increasingly embraced digital technologies to address longstanding challenges and propel the agricultural sector forward.[3]
The use of digital platforms/technologies enables farmers to make informed decisions about what crops to plant, when to sell, and where to sell, ultimately maximising returns and reducing post-harvest losses. The widespread adoption of mobile technology has further transformed agriculture by providing farmers with access to extension services, weather forecasts, and real-time market information, bridging the information gap and empowering rural farmers with knowledge that was previously inaccessible.[4]
Given the strategic importance of agriculture to national development, the Nigerian government has introduced several initiatives aimed at modernising the sector through digital innovation. In furtherance of this objective, the National Information Technology Development Agency (NITDA), in collaboration with the Federal Ministry of Agriculture and Rural Development (FMARD), developed the National Digital Agriculture Strategy (NDAS) to promote a robust digital agriculture ecosystem.
Digital platforms are also revolutionizing food commodity trading by connecting farmers directly with buyers and suppliers, effectively reducing reliance on traditional intermediaries. At the processing level, technologies such as automation and robotics, including optical sorting systems for fruits and vegetables, are improving efficiency. Innovations like smart packaging, computer-aided automation, and 3D printing are redefining production processes. In transportation, the use of quality sensors and analytics enable real-time monitoring of food conditions, improving safety, transparency, and reducing waste. Food storage is also evolving with the use of automated warehouses improving efficiency and streamlining logistics. At the retail stage, data-driven systems are strengthening traceability and transparency, while electronic-commerce platforms are reshaping consumer access to food.[5]
These initiatives seek to enhance food security, expand market access, stimulate youth participation, and increase overall productivity.
While these technological advancements present enormous opportunities for Nigeria’s agricultural sector, they also raise important legal questions relating to the ownership and protection of agricultural data, liability for AI driven decisions, cyber security risks and the adequacy of Nigeria’s regulatory framework in governing digital agriculture.
Recognising the importance of digital innovation in agriculture, the Nigerian government has introduced policy initiatives such as the National Agricultural Technology and Innovation Policy (NATIP), which seeks to modernise the agricultural sector through the adoption of technology-driven solutions and innovation-oriented practices[6].
In addition, agri-tech companies operating within Nigeria’s digital agriculture ecosystem are increasingly subject to multiple regulatory obligations under existing laws such as the Nigeria Data Protection Act 2023, the Nigeria Startup Act 2022, environmental regulations, and quality-control standards administered by regulatory agencies including NAFDAC and SON. The fragmented nature of these obligations further highlights the need for a more coordinated legal framework for smart agriculture in Nigeria[7].
For digital transformation in agriculture to thrive, appropriate legal and regulatory frameworks must be in place to ensure data protection, accountability, and regulatory compliance.
DATA PROTECTION AND PRIVACY
Smart farming technologies rely heavily on the collection and processing of data generated from farms, including soil conditions, crop performance, weather patterns, geographic information, and farmer behaviour.
These data may be collected directly by the farmers, by third-party data collectors or by digital devices, such as sensors or cameras. When effectively used, farm data can enhance service delivery by enabling tailored advice and solutions that suit the specific conditions and needs of individual farmers.[8] However, there are growing concerns about how this data is managed. Farmers may unknowingly share commercially valuable information with digital platforms without a clear understanding of how it is stored, used, or monetized. This raises critical issues related to privacy, informed consent, transparency, and potential data exploitation, particularly for smallholder farmers who may have limited digital literacy.
In the absence of robust data protection frameworks and safeguards, there is a risk that digital service providers or third parties could use farm data for their own benefit without the knowledge and consent and sometimes to the disadvantage of agricultural producers. Such concerns may also discourage farmers from adopting digital technologies, especially if they lack trust in how their data will be handled and protected.[9]
To fully harness the opportunities presented by digital technologies in agriculture, it is essential to strike a balance between the utilisation of data and the protection of data rights. Currently, there are no specific regulations dedicated solely to the protection of farm data, and existing personal data protection laws do not explicitly address agricultural data.[10]
In Nigeria, the Nigeria Data Protection Act 2023 (NDPA) provides the overarching legal framework governing the protection and processing of personal data. Agri-tech companies operating digital platforms are required to comply with its provisions, particularly where they collect or process personal data relating to farmers or other stakeholders. This includes obligations related to lawful processing, data security, consent, and accountability.
The NDPA requires that data must be processed lawfully [11] and in a manner that ensures appropriate security. This includes safeguarding data against unauthorized access, unlawful processing and potential breaches, thereby promoting trust and accountability in the use of digital technologies within the agricultural sector.[12]
AI ACCOUNTABILITY AND LIABILITY
AI-powered technologies are increasingly being deployed to provide farmers with predictive insights relating to crop yields, disease detection, irrigation scheduling, and market trends. While these tools offer significant benefits, their reliance on automated systems also raises important concerns regarding the accuracy, transparency, and reliability of algorithmic recommendations.
Nigeria currently lacks sector-specific legislation regulating the use of AI in agriculture. However, the data-intensive nature of smart farming highlights the urgent need for comprehensive legal frameworks that address AI governance, data ownership, liability, smart contracts, and transparency in automated decision-making systems.
As agriculture becomes more integrated with digital technologies like IoT and AI, it is increasingly exposed to cyber risks including, data breaches, ransomware, and unauthorized access which can disrupt operations and threaten food security.[13] These threats can disrupt farming operations and pose risks to food security. In the absence of a legal framework regulating the sector and stipulating the liability of each players in the agricultural sector, it becomes difficult to determine the liable party for data breaches.
Agri-tech companies and startups operating within this evolving ecosystem must comply with applicable environmental laws, agricultural regulations, and quality standards. Compliance is essential to ensure sustainable farming practices, food safety, and environmental protection.
Beyond regulation, capacity-building initiatives are crucial for equipping farmers with the skills and knowledge required to effectively utilize digital tools are essential to the sustainable adoption of smart agriculture. Such programmes play a vital role in bridging digital literacy gaps and ensuring that technological innovations translate into practical benefits across the sector.
At the international level, there is growing recognition of the need for ethical and accountable AI governance. Frameworks such as UNESCO’s Recommendation on the Ethics of Artificial Intelligence[14] emphasise principles of transparency, fairness, accountability, and human oversight in the deployment of AI systems.
Despite ongoing efforts, Nigeria continues to face significant challenges in building an ecosystem that effectively supports smart agriculture. These include inadequate digital and physical infrastructure, limited adoption of AI, particularly among smallholder farmers and insufficient awareness of the long-term sustainability benefits of digital agriculture.
Furthermore, limited access to reliable internet connectivity, digital devices, and technical knowledge among rural farmers remains a major barrier to widespread adoption. To address these challenges, legal and policy reforms aimed at promoting digital agriculture must also be accompanied by investments in rural digital infrastructure, digital literacy programmes, and inclusive policies capable of ensuring that smallholder farmers are not excluded from the benefits of digital transformation in agriculture.
Smart farming has the potential to significantly transform Nigeria’s agricultural sector by improving efficiency, expanding economic opportunities, and strengthening the resilience of food-system. However, unlocking these benefits requires not just technology but smart law that deliberately shapes how digital tools are deployed, used, regulated, and trusted.
As digital technologies become increasingly integrated into agricultural operations, issues relating to data governance, AI accountability, cybersecurity, and regulatory oversight will continue to shape the sectors development. Developing clear and inclusive legal frameworks capable of balancing innovation with accountability will therefore be essential to ensuring that the benefits of smart farming remain sustainable, equitable, and widely accessible.
With supportive legal frameworks and inclusive policies measures in place, Nigeria is well positioned to emerge as a leader in Africa, successfully aligning agricultural innovation with digital transformation.
References
[1] ‘Digital Transformation in Agriculture’ (2025) Smart Agricultural Technology https://www.sciencedirect.com/science/article/pii/S2468227625001929 accessed 18th May 2026.
[2] ‘Digital Agriculture and Innovation in Africa’ (OACPS Research Paper) https://oacps-ri.eu/wp-content/uploads/Paper-15-09192-4-003.pdf accessed 18th May 2026.
[3] Digital Agriculture: Transforming the Landscape in Nigeria’ (Farming Farmers Farms, 30 December 2023) https://farmingfarmersfarms.com/2023/12/digital-agriculture-transforming-the-landscape-in-nigeria/ accessed 18th May 2026.
[4] ibid
[5] Ezirigwe, Jane “From Framework to the Field: How ‘Data Power’ in Agri-Food Systems Violates Human Rights” The Transnational Human Rights Review 11. (2024).
[6] Farm-Level Cyber Security Vulnerabilities: Implications for Sustainable Agriculture and Food Security in Nigeria’ (2024) Journal of African Advancement & Sustainability Studies https://www.researchgate.net/publication/392090871_FARM-LEVEL_CYBER_SECURITY_VULNERABILITIES_IMPLICATIONS_FOR_SUSTAINABLE_AGRICULTURE_AND_FOOD_SECURITY_IN_NIGERIA
[7] Legal Essentials for Agri-Tech Startups: Regulatory Compliance, Funding Strategies and Intellectual Property Protection’ https://www.mondaq.com/nigeria/patent/1561202/legal-essentials-for-agri-tech-startups-regulatory-compliance-funding-strategies-and-intellectual-property-protection accessed 17th May 2026
[8]‘Data Governance and Digital Agriculture’ (2023) Information & Communications Technology Law https://www.tandfonline.com/doi/full/10.1080/17579961.2023.2245673#d1e146 accessed 17 May 2026
[9] Ibid
[10] Ibid
[11] Section 24 (1) (a) NDPA 2023
[12] Section 24 (1) (f) NDPA 2023
[13]‘Farm-Level Cyber Security Vulnerabilities: Implications for Sustainable Agriculture and Food Security in Nigeria’ (2024) Journal of African Advancement & Sustainability Studies https://www.researchgate.net/publication/392090871_FARM-LEVEL_CYBER_SECURITY_VULNERABILITIES_IMPLICATIONS_FOR_SUSTAINABLE_AGRICULTURE_AND_FOOD_SECURITY_IN_NIGERIA accessed 18th May 2026
[14] United Nations Educational, Scientific and Cultural Organization, Recommendation on the Ethics of Artificial Intelligence (UNESCO 2021) https://unesdoc.unesco.org/ark:/48223/pf0000380455 accessed 17th May 2026
