By Patricia Ainembabazi |
The Collaboration on International ICT Policy for East and Southern Africa (CIPESA) participated in the annual DataFest Africa event held on 30-31 October, 2025. Hosted by Pollicy, the event serves to celebrate data use in Africa by bringing together various stakeholders from diverse backgrounds, such as government, civil society, donors, academics, students, and private industry experts, under one roof and theme. The event provided a timely platform to advance discussions on how Africa can harness AI and data-driven systems in ways that centre human rights, accountability, and social impact.

CIPESA featured in various sessions at the event, one of which was the launch of the ‘Made in Africa AI for Monitoring, Evaluation, Research and Learning (MERL)’ Landscape Study by the MERL Tech Initiative. At the session, CIPESA provided reflections on the role of AI in development across several humanitarian sectors in Africa.

CIPESA’s contributions complemented insights from the study that explored African approaches to AI in data-driven evidence systems and which emphasised responsive and inclusive design, contextual relevance, and ethical deployment. The Study resonated with insights from the CIPESA 2025 State of Internet Freedom in Africa report, which highlights the role of AI as Africa navigates digital democracy.
According to the CIPESA report, AI technologies hold significant potential to improve civic engagement, extend access to public services, scale multilingual communication tools, and support fact-checking and content moderation. On the flip side, the MERL study also underscores the risks posed by AI systems that lack robust governance frameworks, including increased surveillance capacity, algorithmic bias, the spread of misinformation, and deepening digital exclusion. The aforementioned risks and challenges pose major concerns regarding readiness, accountability, and institutional capacity, given the nascent and fragmented legal and regulatory landscape for AI in the majority of African countries..
Sam Kuuku, Head of the GIZ-African Union AI Made in Africa Project, noted that it is important for countries and stakeholders to reflect on how well Africa can measure the impact of AI and evaluate the role and potential of AI use in improving livelihoods across the continent. He further reiterated the value of various European Union (EU) frameworks in providing useful guidance for African countries seeking to develop AI policies that promote both innovation and safety, to ensure that technological developments align with public interest, legal safeguards, and global standards.
The session was underscored by the need for African governments and stakeholders to benchmark global regulatory practices that are grounded in human rights principles for progressive adoption and deployment of AI. CIPESA pointed out the EU AI Act of 2024, which offers a structured and risk-based model that categorises AI systems according to the level of potential harm and establishes controls for transparency, safety, and non-discrimination.
Key considerations for labour rights, economic justice, and the future of work were highlighted, particularly in relation to the growing role of African data annotators and platform workers within global AI supply chains. Investigations into outsourced data labelling, such as the case of Kenyan workers contracted by tech platforms to train AI models under precarious economic conditions, underlie the need for stronger labour protections and ethical AI sourcing practices. Through platforms such as DataFest Africa, there is a growing community dedicated towards shaping a forward-looking narrative in which AI is not only applied to solve African problems but is also developed, regulated, and critiqued by African actors. The pathway to an inclusive and rights-respecting digital future will rely on working collectively to embed accountability, transparency, and local expertise within emerging AI and data governance frameworks.





