AI4D Innovations

The AI4D Innovation and Use-Case Gallery showcases the tangible outputs of our commitment to inclusive and ethical AI. By partnering with multidisciplinary research networks and local startups, we have catalyzed a portfolio of projects focused on critical sectors including agriculture, education, climate action, and public health. This page highlights our "responsible-by-design" approach, showcasing how Majority World expertise are solving local problems with scalable, data-driven technologies. Dive into our current innovations to see how we are building a robust foundation for the region's digital future.

Featured Innovation

PROMPTS

In Kenya, PROMPTS, an AI-powered maternal health messaging platform by Jacaranda Health, is transforming access to life-saving care. Delivering personalised messages via WhatsApp and triaging thousands of help desk queries daily, it guides mothers to timely prenatal and postpartum services. Reaching three million women, PROMPTS improves care, routes high-risk cases to hospitals, and offers a scalable, responsible AI model.

Featured Image for the impact story

Photo Credit: Jacaranda Health

Featured Innovation

Digitization for Mama Mboga

Mama Mbogas, Kenya’s women agri-food traders, are often excluded from digital tools shaping agriculture. This project embeds their voices into AI development, addressing barriers to inclusion and informing fair policies. By integrating local women’s perspectives, it strengthens food security initiatives, empowers informal sector workers, and provides a scalable model for gender-inclusive, responsible AI in agriculture.

Featured Image for the impact story

Photo Credit: Unsplash

Featured Innovation

AI4WA - AI for Women in Aquaculture

Across Nigeria’s aquaculture value chains, women are often confined to low-value post-harvest roles. Led by Summit University, Offa, this project uses AI and gender analysis to identify biases, create pathways for women into higher-value production, and guide policymakers. It offers a replicable model for responsible, inclusive AI that ensures equitable access to emerging opportunities.

Featured Image for the impact story

Photo Credit: Summit University, Nigeria

Featured Innovation

AI for STEM Gender Inequality Analysis

A Kenyan research project uses AI to reveal hidden patterns of gender inequality in STEM education and careers. By analyzing diverse socioeconomic datasets and mitigating historical biases, the project equips policymakers with evidence to design more equitable programs. This approach highlights barriers to women’s participation, enabling targeted, data-driven interventions and scalable gender-responsive STEM policies.

Featured Image for the impact story

Photo Credit: Feepik

Featured Innovation

Gender Bias in ASR Systems

Across Africa, millions of women are excluded from AI by design. Automatic Speech Recognition systems often underrepresent African women’s voices, reducing accuracy and utility. This AI4D Africa project addresses this by creating bias mitigation frameworks, representative datasets, and governance guidelines, empowering researchers to build inclusive speech technology that works for all genders and dialects, shaping equitable AI across the continent.

Featured Image for the impact story

Photo Credit: Unsplash

Featured Innovation

Gender mainstreaming in AI

In six East African countries, gender-disaggregated data is scarce and often excluded from AI policy. This project examines power dynamics in the AI ecosystem, mapping barriers to inclusive data and fostering cross-regional collaboration. By prioritizing women’s and girls’ voices, it equips policymakers and advocates to demand fairer, more representative AI systems and digital governance.

Featured Image for the impact story

Photo Credit: Feepik

Featured Innovation

Responsible AI for Circular Economy

Across South Africa, food loss drives insecurity, poverty, and climate change, yet marginalized voices especially women are often missing from policy and data systems. This project uses AI to map and reduce food waste across supply chains, embedding gender inclusion at every stage. The result: actionable insights for authorities, fairer policies, and more equitable, efficient food systems.

Featured Image for the impact story

Photo Credit: Unsplash

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Showing 59 of 59
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Agriculture
AI for Nsukka Yellow Pepper
The Association of Professional Women Engineers of Nigeria (APWEN)
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Climate
AI/ML for Congo Basin Climate & Renewable Energy
Research and Innovation Network for Responsible Artificial Intelligence for Climate Action in Africa
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Health
AutoAI-Pandemics
AI4PEP
Health
BESHTE
University of Embu
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Climate
Artificial Intelligence (AI) to predict transformer faults and schedule preventive maintenance
AI For Sustainable Development
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Health
Early Detection and Prediction of Vector-borne Viral Zoonotic Pathogens
AI4PEP
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Agriculture
LAIRG - AI for Cattle Counting & GHG Emissions
Makerere University Artificial Intelligence for Development Research Lab
Gender Equality
Diversity in AI - African Languages SLR
Addis Ababa Science and Technology University
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Agriculture
Digital Literacy and AI for African Crop Disease Detection in Ghana
University of Energy and Natural Resources
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Climate
AI for Land Productivity & Crop Yields Modeling
Research and Innovation Network for Responsible Artificial Intelligence for Climate Action in Africa
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Health
Prediction of miscarriages among women seeking antenatal care in Uganda: A machine learning approach.
Makerere University
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Health
INTERACT
AI4PEP
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Climate
AI Mobile App for Taro Leaf Blight Control
Research and Innovation Network for Responsible Artificial Intelligence for Climate Action in Africa
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Health
Wavelet Enhanced Deformable Convolutional Network for Breast Cancer Classification in High Resolution Histopathology Images
Responsible AI Lab
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Safety
FACETS Responsible AI
Responsible AI Lab
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Energy
Hydropower Generation in West Africa
Research and Innovation Network for Responsible Artificial Intelligence for Climate Action in Africa
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Climate
RAGA - Rapid Assessment of Groundwater Availability
Research and Innovation Network for Responsible Artificial Intelligence for Climate Action in Africa
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Gender Equality
Multilingual NMT with Gender Bias Detection
Debre Markos University
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Health
AI Solutions to Strengthen Public Health Data Systems for the Management of Infectious Diseases and NCDs in Small Island Developing States
AI4PEP
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Climate
4-tier Approach for Deforestation & Climate Change
Research and Innovation Network for Responsible Artificial Intelligence for Climate Action in Africa
Health
Blockchain-Enabled AI Architecture for Trustworthy Digital Health
AI4PEP
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Health
Digicare
AI4PEP
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Disability Inclusion
An indoor navigation system designed to assist physically challenged persons
Responsible AI Lab
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Health
A Machine Learning-Aided Platform for Point-of-Care Pregnancy Risk Assessment from 2D Ultrasound
MARCONI Lab
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Agriculture
Imarika Chatbot
Strathmore University
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Climate
AI for Climate-Smart Farming & Women Empowerment
Kwara State University
Agriculture
Smartphone Crop Disease Detection for Cassava
Busitema University
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Energy
Grid Electricity Demand Modeling
Research and Innovation Network for Responsible Artificial Intelligence for Climate Action in Africa
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Climate
Smart Technology for Climate Change Effects on Terrestrial Plants Diversity and Conversation for Sustainable Livelihood
Research and Innovation Network for Responsible Artificial Intelligence for Climate Action in Africa
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Health
PROMPTS
Jacaranda Health
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Health
ATIPAN +
AI4PEP
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Agriculture
AI Soil Moisture & Nutrient Monitoring
Department of Agricultural Research Services (DARS) Malawi
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Gender Equality
Gender mainstreaming in AI
Core23Lab
Top-down view of an electronic air quality monitoring prototype on a grey surface. A green printed circuit board is connected by cables to a rectangular solar panel, a slim antenna, a small square GPS module, and a black battery pack. The components are laid out separately but wired together, showing the internal hardware of the device
Health
AI_r
South African Atmospheric Quality Monitoring (SACAQM)
mDoc's logo
Health
Kem
mDoc
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Health
Universidad Autonoma de Santo Domingo, Dominican Republic-Community-Oriented Early Warning System
AI4PEP
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Health
Leveraging Artificial Intelligence Techniques To Inform Choice Of Modern Contraceptives Among Adolescent Girls And Young Women
Ophthalmology Artificial Intelligence Research Group
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Agriculture
Smart Indigenous Weather App
AI For Sustainable Development
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Health
Sexually transmitted disease monitoring and assistance tool design in Ethiopian higher education institutes.
Addis Ababa Science and Technology University
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Climate
Bridging Relative Humidity Data Gaps for Ethiopia
Research and Innovation Network for Responsible Artificial Intelligence for Climate Action in Africa
Health
Intelligent Early Warning and Response System Based on Health System Routine Data and Environment Data to Improve National Health Resilience.
AI4PEP
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Disability Inclusion
Sign Talk
Responsible AI Lab
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Education
RobotsMali
RobotsMali
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Agriculture
Crop Disease Detection App
AI For Sustainable Development
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Gender Equality
Digitization for Mama Mboga
Center for Africa Epistemic Justice (CAEJ)
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Health
A Predictive Model for One's Ability to Pay for Pre-Exposure Prophylaxis (PrEP) Services in Uganda
The Medical Concierge Group
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Agriculture
ML Model for Crop Pests & Diseases
Mbeya University of Science and Technology
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Agriculture
TOLBI AI - Smart Agriculture Platform
TOLIBI
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Health
AI Based Cough Monitoring Tool
AI4PEP
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Health
EMERGENT Project Lebanon
AI4PEP
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Agriculture
Smart Agriculture Monitoring - Cape Verde
Universidade de Cabo Verde
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Gender Equality
Gender Bias in ASR Systems
Makerere University Artificial Intelligence for Development Research Lab
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Health
Polio Antenna
AI4PEP
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Gender Equality
AI for STEM Gender Inequality Analysis
Dedan Kimathi University of Technology
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Health
Wavenet
Responsible AI Lab
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Gender Equality
Responsible AI for Circular Economy
Data Economy Policy Hub (DepHUB)
Health
Teen Chatbot-Utilizing AI to Promote Sexual and Reproductive Health Outcomes for Adolescents with Disabilities in Ghana.
University of Ghana
Health
AI in the early detection of TB among people living with HIV
Muhimbili University of Health and Allied Sciences
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Gender Equality
AI4WA - AI for Women in Aquaculture
Summit University
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