The use of drones is widely heralded as a breakthrough in Africa’s agricultural transformation, positioned at the forefront of a new era defined by precision, efficiency and data-driven farming. Across development reports and investment narratives, they are presented as tools capable of unlocking higher yields, optimising inputs and modernising smallholder agriculture at scale. Yet in Zambia, the reality reveals a more complex truth, one that speaks not to the failure of technology but to the limits of applying it within an ecosystem that is not yet ready to absorb it.
“Drones are celebrated in development reports but what happens when the propellers stop spinning and the reality of the field kicks in?” asks Subi Thomas, Co-Director and Founder of iDrones Services Limited. The question reflects years of operational experience within Zambia’s agricultural sector, where the gap between technological promise and day-to-day farming realities remains both visible and persistent. For the country’s estimated 1.6 million smallholder farmers, agriculture is less about data optimisation and more about navigating constraints, limited access to inputs, unpredictable rainfall, constrained financing and fragile market linkages.
The enthusiasm surrounding drone technology often assumes a level of structural readiness that does not yet exist. Precision tools are inherently designed for scale and integration, yet Zambia’s agricultural landscape is dominated by small, fragmented plots that are costly and inefficient to service using aerial technologies. Even where efforts are made to aggregate farmers, logistical challenges and cost structures undermine the commercial viability of widespread deployment. What emerges is not a failure of drones themselves but a mismatch between the design of the technology and the realities of the farming system.
“AgTech is booming across Africa but the ground reality for 1.6 million Zambian farmers is entirely different,” noted Thomas. This divergence is particularly evident in the use of remote sensing tools such as NDVI imaging, which are frequently promoted as transformative. While such tools can accurately detect crop stress, nutrient deficiencies and irrigation issues, their value is contingent on a farmer’s ability to act on the information. In environments where access to fertiliser, crop protection products and irrigation infrastructure is inconsistent or unaffordable, data does not translate into improved outcomes.
This is where the limits of AgTech become most apparent. The constraint is not in generating insights but in enabling action. Without reliable input supply chains, accessible advisory services and affordable mechanisation, the practical utility of drone-generated data remains limited. In effect, the technology is operating ahead of the system required to support it, creating a scenario in which innovation outpaces implementation. The regulatory environment adds another layer of complexity. Drone operations in Zambia are subject to licensing requirements and airspace controls that, while necessary for safety and governance, increase both the cost and administrative burden of service provision. For emerging companies, these barriers can slow expansion and restrict the ability to scale operations sustainably. The result is an environment in which innovation exists but struggles to move beyond niche applications or pilot phases.
From an economic standpoint, the challenges are equally pronounced. The cost of acquiring and maintaining drone technology, combined with the need for skilled operators, must be balanced against a customer base with limited purchasing power. For most smallholder farmers, investment decisions are driven by immediate needs and guaranteed returns. Inputs, labour and irrigation take precedence over data services, particularly when the benefits of those services are not immediately tangible. Even within Zambia’s commercial farming segment, adoption is measured, reflecting a cautious approach to technologies that have yet to demonstrate consistent return on investment.
“After years of running an agricultural drone company, we have seen the massive gap between shiny tech promises and everyday farming struggles. Behind the sleek marketing and success metrics lies the unglamorous truth about what it really takes to make digital tools work for smallholder farmers,” explained Thomas. His observation speaks to a broader pattern across the continent, where many AgTech solutions achieve visibility through donor-funded pilots but fail to establish themselves as viable, self-sustaining businesses. These pilot initiatives often succeed in proving technical capability, but they rarely address the structural conditions necessary for long-term adoption. When funding cycles conclude, the same underlying challenges remain, of fragmented landholding, weak last-mile distribution and limited farmer liquidity. In this context, technology does not fail outright, it simply fails to scale.
At its core, the issue is systemic rather than technological. Zambia does not lack innovation, it lacks the integrated systems required to translate innovation into impact. Farmers require more than information they require access. Access to inputs, to finance, to knowledge and to markets. Without these foundational elements, even the most advanced technologies are constrained in their ability to deliver meaningful change. Yet within these limitations lies a clear opportunity. The future of drone technology in Zambia will depend not on further technical advancement, but on how effectively it is embedded within broader agricultural systems. Aggregated farming models, such as cooperatives and outgrower schemes, offer a pathway to achieving the scale necessary for efficient deployment. Integrating drone services with input provision, agronomic advisory and application capabilities would allow data to move beyond insight and into action.
Private sector participation will be critical in driving this shift, particularly from agribusinesses that already operate across established value chains. These organisations are better positioned to integrate technology into existing systems, aligning innovation with the practical realities of farming. At the same time, regulatory frameworks will need to evolve in ways that maintain safety while enabling growth, ensuring that local service providers can operate competitively within a supportive environment. The conversation around agricultural transformation in Africa often focuses on what technology can achieve. In Zambia, the more pressing question is what the system can support. Drones are not underperforming because they lack capability, but because they are being introduced into a context that limits their effectiveness.
Recognising this distinction is essential for investors, policymakers and agribusiness leaders seeking to move beyond experimentation and towards scalable impact. The promise of AgTech remains significant but it cannot be realised in isolation. It must be grounded in systems that function, markets that connect and infrastructure that delivers. Until then, the limits of technology will continue to define the pace of progress, with Zambia’s future of agriculture dependent on the environment in which that innovation is expected to succeed.
