Reclaiming Data Sovereignty in Africa: Community-Driven Models and Local AI Innovation

As Africa experiences rapid technological growth, with artificial intelligence evolving, social media platforms proliferating, and global tech corporations expanding their reach, a critical question emerges: who truly owns the data generated by Africans? The recent AI Summit held in Abuja culminated in a clear consensus-data ownership must reside with the people.

Championing Digital Sovereignty: A Call for Community Empowerment

On November 26, 2025, a diverse group of technology specialists, policymakers, civil society leaders, and other stakeholders convened to advocate for a new chapter in Africa’s digital sovereignty. They emphasized the necessity of adopting community-owned data frameworks and nurturing indigenous AI technologies to regain control over data, guarantee equitable remuneration, and shape the continent’s digital future.

Kiito Shilongo, Senior Tech Policy Fellow at the Mozilla Foundation, underscored the vital role of transparency and collaborative community engagement in data governance. She posed critical questions about the models being implemented to ensure openness and grassroots involvement in data management.

Innovative Data Stewardship: Mozilla’s Community-Centric Approach

Mozilla Foundation’s Data Futures Lab spearheads research into data compensation mechanisms. Their newly launched Mozilla Data Collective experiments with models that empower individuals and communities to retain ownership of their data and benefit directly from its commercial use.

Initial findings from the lab explore “data dividends” and direct user payments, highlighting how compensation can foster trust and acknowledge data’s value. However, this also raises complex ethical questions about commodifying privacy.

Mozilla’s framework prioritizes community governance and alternative data institutions, aiming to transform data into a tool for local empowerment rather than a resource exploited by extractive business models. Contributors maintain ownership of datasets-ranging from voice recordings to text corpora-and set their own prices. Commercial buyers pay a modest 5% platform fee, bypassing traditional intermediaries and ad-tech companies. Data owners can choose open licenses or restrict usage to align with their values, such as research, education, or accountability. This flexible system supports both paid and pro bono data sharing while preserving control for contributors.

Shilongo also emphasized that compensation need not be purely financial; communities can benefit from insights and applications derived from their data, reframing data as a communal asset with societal value.

Global Inspirations: Learning from South Korea’s MyData Framework

Oluwaseun Adepoju, Managing Partner at Co-Creation Hub, advocates for Africa to draw lessons from international models like South Korea’s MyData initiative. This framework functions similarly to a data cooperative, where licensed entities aggregate and manage personal data-including financial and other types-allowing citizens to control and transfer their information across banks, insurers, and fintech firms.

South Korea’s robust cooperative culture ensures citizen interests are safeguarded, with data commissions representing every 50 people. Adepoju suggests replicating such institutional representation in Africa to advocate for fair data compensation. He stresses that compensation models should remain adaptable and experimental to suit diverse local contexts.

Protecting Creators and Cultural Heritage in the AI Era

The creative sector faces significant challenges as AI-generated content becomes widespread. Kwabena Ofei-Kwadey of Quantum LC Company voices concerns about how musicians and artists will receive fair compensation when AI can mass-produce music, potentially displacing human creators.

He insists that data sovereignty belongs to individuals, not multinational tech firms, and calls for advocates to represent creators who may lack the means to protect their rights in the digital landscape.

Chioma Agwuedo highlights the dangers of bias and cultural erasure embedded in AI systems. She warns that large language models (LLMs) are being trained to associate certain appearances or speech patterns-such as those of Black individuals or specific cultural dress-with negative stereotypes, perpetuating discrimination.

Agwuedo advocates for Africa to develop AI training infrastructures that reflect local languages, cultures, and contexts. She points out the disproportionate costs of generating tokens in African languages-for instance, Yoruba tokens cost four times more than English-underscoring the need for localized AI development.

Seyi Olufemi, Country Director of NUBIA AI, echoes the importance of digital literacy and informed consent. He argues that understanding data use empowers individuals to withdraw consent if desired and stresses that building AI tools locally is essential before addressing compensation frameworks.

Global Context: The Complex Power Struggles Over Digital Platforms

Challenges to digital sovereignty are not unique to Africa. In 2024, Brazil’s Supreme Federal Court ordered a nationwide Twitter ban after the platform repeatedly defied court orders aimed at curbing misinformation and threats to democracy. The court imposed daily fines, froze assets-including those of Starlink-and instructed telecom providers to enforce the suspension until compliance was achieved.

Elon Musk framed the suspension as a threat to democracy and encouraged Brazilians to use VPNs and Starlink to bypass the ban, actions interpreted by authorities as defiance of judicial orders. The court responded by freezing Starlink’s local accounts and threatening penalties for circumvention attempts.

This incident illustrates the immense influence governments can wield over digital platforms and highlights the risks of entrusting data control to foreign corporations. It serves as a cautionary tale for African nations striving to assert digital sovereignty and protect their citizens’ data.

Strengthening Local Capacities and Regulatory Frameworks

Toyosi Akerele Ogunsiji, CEO of Rise Network, emphasizes the dual responsibility of African governments: to enact balanced regulations and actively engage citizens to prevent foreign platforms from undermining national interests.

She advocates for digital policies centered on practical solutions and capacity building. Her involvement in Makemation Africa’s first AI-driven feature film demonstrates how storytelling and evidence-based advocacy can democratize AI and empower youth.

Ogunsiji highlights the urgent need for harmonized data infrastructure in populous countries like Nigeria, which boasts over 200 million residents. She envisions the creation of indigenous social media platforms akin to Twitter and Facebook, asserting, “Give young people the tools and digital skills, and they can build it within six months.”

Timi Olagunju, partner at The Timeless Practice, cautions that regulation alone cannot guarantee digital sovereignty. He notes that in Africa, regulatory frameworks often protect foreign interests and hinder local startups, inadvertently giving multinational companies an edge.

Olagunju recommends reinforcing existing laws such as Nigeria’s Data Protection Act and developing harmonized regional policies. He stresses the importance of auditing, accountability, and ensuring African representation on global platforms to prevent marginalization.

Community-Owned Data Models: The Path to Africa’s Digital Future

Community-owned data frameworks offer a viable strategy for Africa’s digital empowerment. This approach integrates grassroots participation, cooperative governance, and cultural-linguistic specificity, as emphasized by Shilongo, Adepoju, Agwuedo, and Olufemi.

By fostering local platforms, data cooperatives, and transparent oversight mechanisms, African nations can reclaim digital sovereignty, guarantee fair compensation for creators, and safeguard the continent’s rich linguistic and cultural heritage.

Gabriel Odunsi, Program Manager at TechSocietal, stresses that meaningful platforms must embed transparency and accountability at their core, as design choices can either empower users or strip them of control.

South Korea’s MyData framework, though not codified as a data cooperative law, exemplifies how citizens can exercise control over personal data through licensed intermediaries within a cooperative culture. Adopting similar governance models-whether through formal legislation or community-led initiatives-could transform personal data in Africa from a commodity exploited by foreign tech giants into a shared resource that benefits all.

The future of Africa’s digital economy hinges on data ownership. Without local control, the continent risks perpetuating dependency and exploitation while eroding its cultural identity. Through community co-creation, localized AI development, and robust legal protections, Africa can ensure that data serves its people’s interests rather than those of external actors.

As digital infrastructure expands, prioritizing models that empower communities and honor cultural contexts will be essential. Equitable compensation for individuals must remain a cornerstone of this transformation.