Frédérick Madore is a historian of Islam in Francophone West Africa and a Data Curator at the Cluster of Excellence "Africa Multiple," University of Bayreuth. His current work explores how AI and digital methods can transform the study of under-resourced African digital collections. He is developing the Islam West Africa Collection (IWAC), an open-access database of over 14,500 documents built on Omeka S. Using LLM-powered pipelines, he experiments with AI-assisted text extraction, named entity recognition, and sentiment analysis to process large documentary collections—while critically examining the risks of algorithmic opacity and Western-centric bias. He was previously a Research Fellow at Leibniz-Zentrum Moderner Orient (Berlin).
The workshop
About the Workshop
A scoping workshop held 18–20 February 2026 in Hanover, Germany, bringing together researchers from Africa, Europe and beyond.
01 — Context
Background
Digital humanities has a long—and often overlooked—history in African studies, from early databases such as the Transatlantic Slave Trade Database, to more recent projects like the African Ajami Library, Open Restitution Africa, and Archivi.ng. AI tools, particularly large language models, add new possibilities for textual analysis and cross-cultural research.
But implementation raises difficult questions. Decisions about what gets digitised, how it is catalogued and who controls access are not neutral; they often favour institutions that already have resources in place. Most AI systems still underperform on African languages. And the pace of adoption frequently outstrips attention to long-term preservation and local capacity.
Critics have described some digital initiatives as a form of "digital saviour complex," where Northern-led projects reproduce colonial dynamics even while claiming to democratise access. This workshop took these critiques seriously.
02 — Method
Format
This was not a traditional conference. There were no paper presentations. Instead, participants worked intensively across three days in structured sessions designed to produce tangible outputs. Daily synthesis sessions connected insights across the three work streams, feeding directly into the position paper.
- 01
Methodological Integration & Digital Preservation
Adapting AI for African languages and establishing sustainable digital preservation models. Participants documented existing computational methods and infrastructure barriers, then developed technical standards and protocols suited to resource-constrained settings.
- 02
Equitable Collaboration
Designing partnership models that address power imbalances in North-South and South-South research relationships. This stream developed mechanisms for resource sharing and intra-continental collaboration, with African epistemologies at the centre.
- 03
Ethical Frameworks & Digital Sovereignty
Developing frameworks for ethical AI implementation that protect digital sovereignty and promote equitable scholarly exchange. Standards emphasised community engagement beyond consultation to true co-creation.
03 — Output
Key Outcome: The Position Paper
The primary goal of the workshop was to produce a jointly authored position paper.
Drawing on insights from the daily sessions, this document provides a strategic reference point for the field, offering actionable recommendations for research funders, academic institutions, technology developers, and policymakers.
By addressing sustainable funding models, ethical protocols, and decolonised curricula, it aims to support the consolidation of this emerging field and inform its future direction.
04 — People
Co-Organisers
Vincent Hiribarren is a historian of West Africa and has worked on several digitisation programmes on the African continent. He has recently created an undergraduate module on Digital History and is interested in the relationship between African Studies, Digital Humanities and AI.
05 — People
Student Assistants
Calum Houston
Leibniz-Zentrum Moderner Orient
Lebanon · Syria · Türkiye
Calum Houston is a researcher and humanitarian practitioner whose work combines academic inquiry and field-based engagement across the Middle East. His interests center on conflict studies and the lived realities of political change, with a particular focus on The Levant and the broader MENA region. He is driven by a broader interest in how communities navigate crisis, displacement, and the politics of humanitarian response.
Eline Marie Langbo Holm
Leibniz-Zentrum Moderner Orient
MENA · Western Europe
Eline Marie Holm is a Master of International Affairs candidate at the Hertie School in Berlin, specialising in International Security. Her research interests lie at the intersection of diplomacy, intercultural knowledge, and digital transformation, with experience at her Student Assistant job at Zentrum Moderner Orient (ZMO), where she published on ethical AI in Islamic Law from a cross-cultural perspective. Eline is passionate about intercultural dialogue and the role of intellectual culture in shaping international relations and foreign policy.
06 — Support
Funding
This scoping workshop was made possible by the generous support of the Volkswagen Foundation.