Inniss Data Nullius: Why Digital Sovereignty Is Africa’s Real Economic Frontier
By Dr. Abiola Inniss
As implementation of the African Continental Free Trade Area gathers momentum, public discussion remains heavily focused on physical infrastructure. We analyse port capacity, transport corridors, energy-grid integration and cross-border payment systems. These mechanisms are indispensable. But an exclusive focus on tangible infrastructure risks overlooking a decisive transformation: global trade has moved into the cloud.
The struggle for African economic self-determination is no longer confined to customs checkpoints, shipping ports or territorial borders. It is also being fought within the largely invisible architecture of digital governance, cloud computing, artificial intelligence and data control.
If Africa is to transform the AfCFTA’s multitrillion-dollar market into sustainable and sovereign prosperity, it must confront the digital foundations upon which its future economy is being built.
The Anatomy of Inniss Data Nullius
Centuries ago, colonial expansion relied upon terra nullius—the legal fiction of “nobody’s land”—to justify the appropriation of territories assumed to belong to no one.
A comparable logic can now be observed in parts of the global digital economy. It is the implicit assumption that data generated in African and other Global South markets is a freely available raw material: something that can be extracted, refined, and monetised elsewhere, with limited participation, compensation, or control by the societies from which it originates.
The Inniss Data Nullius framework is used here as an analytical lens to describe this condition. It does not suggest that data is literally ownerless, nor that legal protections are absent. Rather, it highlights how existing governance and market structures can function as if locally generated data were available for unrestricted external use.
In practice, this pattern often follows a familiar sequence across many African markets.
First is extraction. Large volumes of data—mobile money transactions, agricultural outputs, health records, consumer behaviour, and urban mobility patterns—are collected through digital infrastructures that are frequently owned or controlled outside the continent.
Then comes refinement. This data is processed to train proprietary artificial intelligence systems, improve global algorithms, and strengthen commercial platforms whose value increases far beyond the original point of collection.
Finally, there is re-importation. African businesses, governments, and institutions often become users or licensees of digital products and AI systems that were developed, at least in part, using data generated within their own economies.
The result is a structural imbalance that is increasingly difficult to ignore. Many African economies risk remaining primarily suppliers of raw informational inputs, while the most valuable stages of the digital value chain—processing, model ownership, intellectual property accumulation, and platform monetisation—are concentrated elsewhere.
Seen through this lens, the issue is not only economic efficiency but also governance. Data generated within African societies carries economic, social, and political significance. When institutional arrangements allow that value to be systematically externalised without adequate return or participation, the consequence is not just lost revenue but weakened technological agency.
Closing the Execution Gap
Africa does not suffer from a lack of digital strategies. Policy frameworks, continental declarations, and national roadmaps already exist in abundance. The more persistent constraint is the execution gap.
This refers to the distance between policy ambition and the institutional capacity required to implement it effectively.
Digital sovereignty cannot be achieved through principles alone. It depends on regulators who can interrogate complex algorithms, institutions capable of valuing intangible assets, negotiators who understand data-driven business models, and legal systems that can address cross-border digital value flows in practice rather than theory.
Within this context, the Inniss Data Nullius framework can be used as a diagnostic tool to help identify where value is being lost, where oversight is weak, and where governance mechanisms are not keeping pace with technological change. Its usefulness lies less in theory-building and more in making visible the often-invisible pathways of digital value extraction.
This also raises questions about the readiness of supporting professional ecosystems. Accounting firms, advisory networks, and consulting practices operating across Africa’s emerging digital trade corridors are increasingly confronted with issues that extend beyond traditional compliance, taxation, and audit functions. However, capacity in areas such as algorithmic assessment, data valuation, and digital risk analysis remains uneven across the continent.
Independent AI and Algorithmic Auditing
As AI systems become embedded in credit scoring, healthcare delivery, employment decisions, and public administration, their governance becomes a matter of public interest rather than purely technical design.
Independent assessment of high-impact systems—covering transparency, bias, security, and compliance with data protection and human rights standards—is becoming increasingly necessary. However, the greater challenge is not only conducting such assessments, but ensuring that institutions have the authority and technical capacity to act on their findings.
Digital-Asset Valuation
A further challenge lies in how African economies recognise and value intangible assets. Datasets, algorithms, and proprietary digital systems are often central to economic activity, yet they are inconsistently captured within existing accounting and valuation frameworks.
Improving this area is not simply a technical exercise. It has implications for investment decisions, taxation, mergers and acquisitions, and access to capital. Without more robust valuation approaches, significant portions of digital value risk remaining unrecognised within domestic economic systems.
Digital Taxation and Local Value Retention
Tax systems and transfer pricing rules are also under pressure to adapt to digital business models. Value is increasingly generated through data flows, platform services, and intellectual property rather than physical goods alone.
The challenge for African jurisdictions is developing the capacity to identify where value is created and how it is distributed across borders. Without this, there is a continued risk that taxable value generated within African markets is captured elsewhere in the global digital economy.
Three Pillars for Sovereign Growth
Shifting from digital vulnerability to digital capability requires more than incremental reform. It demands a coordinated strategic approach built on three interrelated pillars.
1. Embed Sovereign Data Interests in AfCFTA Digital Trade Implementation
The AfCFTA Protocol on Digital Trade should not assume that unrestricted data extraction is a neutral or inevitable condition of integration.
Regional frameworks need clearer principles around data provenance, access, control, and benefit-sharing. The free movement of data within Africa can support innovation, research, and intra-African trade, but external transfer and commercial exploitation of strategically significant datasets require more deliberate governance if African economic interests are to be protected.
This is not a call for digital isolation, but for negotiated participation on terms that reflect the realities of value creation in the digital economy.
2. Require Transparency and Accountability for High-Impact AI
As artificial intelligence becomes embedded in decisions affecting credit, employment, healthcare, and public services, its governance becomes increasingly consequential.
Where AI systems materially affect rights and opportunities, independent algorithmic assessment should become a regulatory expectation rather than an exception. However, assessment frameworks must be matched with institutional capacity to interpret results and enforce corrective action where harm, bias, or systemic risk is identified.
3. Retain and Monetise Intangible Wealth Locally
African economies face a growing imperative to better capture value generated within their own digital ecosystems.
This includes strengthening intellectual property systems, developing secure data infrastructure, expanding regional computing capacity, and building expertise in data governance and digital asset valuation. These are not merely technical enhancements; they are foundational elements of economic sovereignty in a data-driven global economy.
Physical infrastructure moves goods across borders, but digital governance increasingly determines how value is created, distributed, and retained. The challenge for Africa is ensuring that its data is not treated as an ungoverned resource within global value chains.
Owning Africa’s Digital Future
Africa’s position in the global digital economy is still being defined. The continent can either remain primarily a consumer of imported technologies and a supplier of raw data, or it can develop stronger capacity as a co-creator and owner within the emerging AI-driven economic order.
The AfCFTA provides an important institutional platform for shaping this trajectory. Beyond trade in goods and services, it has the potential to influence how digital value is governed, shared, and retained across the continent.
Using frameworks such as Inniss Data Nullius as analytical tools can help make visible the often-hidden structures of digital extraction. However, the more important task lies in strengthening institutions, improving regulatory capacity, and building the technical expertise required to govern digital assets effectively.
Digital sovereignty is therefore not a rhetorical ambition. It is an evolving policy and institutional challenge that will significantly influence Africa’s economic trajectory in the decades ahead. Now is the time for African governments, institutions, and private sector leaders to move from analysis to implementation and build the digital sovereignty frameworks that will define the continent’s future.
Dr. Abiola Inniss is an intellectual property and digital-policy scholar-practitioner and founder of the Inniss Institute for Digital Policy and Intellectual Property. She is also founder and executive director of the Caribbean and Americas Intellectual Property Organization (CAAIPO), the Caribbean region’s oldest intellectual property think tank. She developed the Inniss Data Nullius framework, and her wider work on digital sovereignty informed the Inniss Institute’s published contribution to the United Nations Global Dialogue on AI Governance. In September 2026, she will present her research on closing the intellectual property execution gap in developing countries at the 21st Annual EPIP Conference in Turin, Italy.
About The Author
SUBSCRIBE TO OUR NEWSLETTER
