The current project is an experiment with GenAI and PredAI, that is being conducted in a remote village in eastern Zambia, Africa, in collaboration with our program partner of choice, Cross International. Cross has trained and provided 20 village women with sewing machines and startup support to develop a commercial sewing business. What started with serving the children of families at three local schools quickly grew to 22 schools, and is still growing! AI-powered insights and tools will be used to optimize business operations and scale their success.
The vision is to continue to expand locally, and to provide unique, custom clothing to international markets, with the help of AI.
The key hypotheses being tested include:
- AI can significantly increase villagers’ net income.
- AI can increase health and well-being.
- AI can enhance knowledge and skills, including tradecraft and education.
Through cutting-edge AI-driven solutions, we will address challenges not only in income generation, but also education, healthcare, and agricultural development. Our mission aligns with the United Nations Sustainable Development Goals (SDGs), focusing on scalable and sustainable solutions that promote economic independence and community growth.
Our Partnership
AI4Good2 and our implementing program partner of choice, Cross International, have joined forces to implement AI-driven economic empowerment initiatives. Together, we are piloting an innovative AI-enhanced program in Zambia, equipping underserved communities with AI-powered business tools, financial literacy education, and tradecraft training. Our collaboration is designed to validate the transformative power of artificial intelligence in helping overcome cycles of poverty and fostering economic stability.
Through this partnership, we aim to:
- Leverage AI technology to optimize income generation and resource management.
- Provide digital literacy training and access to essential AI-driven insights.
- Support agricultural and small-business development with AI-enabled solutions.
- Enhance health and well-being in marginalized communities.
A Shared Vision for Impact
At the heart of our collaboration is a shared commitment to transforming lives by providing sustainable, technology-driven solutions to poverty. AI4Good2 brings the power of artificial intelligence, while Cross International offers decades of experience in community-based development. Together, we are paving the way for an innovative approach to global poverty alleviation.
Cross International is a development and relief organization committed to serving impoverished children, families, and communities in many vulnerable, low-income countries. Founded in 2001, Cross International’s local leadership is from a network of Christian faith-based organizations across the Caribbean, Latin America, and Africa to meet critical needs and foster long-term transformation. With a strong emphasis on empowering local leaders, Cross International provides leadership development, program expertise, training, resources and support to help communities thrive through Christ’s love.
Management Team
Terry L. Janssen, Ph.D.
President & CEO, AI4Good2 Inc.
Dr. Janssen is fulfilling his lifetime dream of applying AI and other technology to help those in most need, after retiring in 2024 from his career serving the U.S. Government, DOD and Intelligence Community. His first job, 1985, was managing the AI Laboratory at Computer Sciences Corporation (CSC) during the first AI boom. The AI funding dried up with the AI winter of the 1990s. Alhough not publicized to the public, AI has continued in the companies to the present day. He continued with AI, system development, cloud computing and quantum science in lead roles at Argonne National Lab (ANL), Expert Decision Systems (owner), Lockheed Martin, Science Applications International Corp (SAIC), Invictus and Janssen LLC. He has partnered with a top international aid organization, Cross Internation, to apply AI to where it is needed most. He has an M.S. Degree from Boston University in Computer Science and Ph.D. from George Mason University in Information Technology with focus in AI and machine learning and related technology. He has a Certificate in Quantum Computing from the University of Maryland.
Kelly Miller
President & CEO, Cross International
Kelly Miller is a seasoned leader with over extensive experience in Christ-centered international relief and development. His international development work began in 1995 and has developed a strong background in organizational leadership, strategic vision, and financial management, Kelly has successfully led and grown multiple organizations. His expertise spans fundraising, board relations, compliance, and operational oversight, and field program management in multiple lower-income countries, with a proven ability to drive growth and impact in humanitarian efforts. Kelly is known as a visionary team builder and encourager, deeply committed to equipping others and fostering partnerships that serve the world’s most vulnerable communities. His passion for ministry and compassionate leadership is reflected in his dedication to helping others live lives of hope and purpose.
Zach Oles
Vice President of International Programs, Cross International
Zach Oles is an experienced international development professional with over 16 years of leadership in humanitarian aid and development program management across 14 countries. He oversees global initiatives in Latin America, the Caribbean, and Africa, leading efforts in program oversight, grants management, and logistics. A former Peace Corps Volunteer fluent in Haitian Creole, Zach has deep experience in post-disaster recovery, having managed relief and reconstruction projects in Haiti following the 2010 earthquake. His expertise includes program strategy, financial management, partner relations, and sustainable development, with a strong commitment to promoting dignity and intercultural respect in his work.
Martin Tembo
Executive Director, Kachere Development Programme (KDP)
Martin Tembo is a seasoned social development expert and has served as Cross International’s local leadership manager for over eight years in his role with KDP, the social development arm of the Anglican Diocese of Eastern Zambia. With over 24 years of experience in community development, Martin has dedicated his career to empowering marginalized women, youth, and children across rural communities in Eastern Zambia. He specializes in Gender Equality, Women’s Empowerment, Environment and Natural Resource Management, Water and Sanitation, Health, and Education, utilizing the Self-Help Group (SHG) approach to promote sustainable development from the grassroots level. Martin’s career spans leadership roles at Lutheran World Federation (LWF), Community Markets for Conservation (COMACO), and Innovations for Poverty Action (IPA), where he worked in agriculture, microfinance, HIV/AIDS prevention, food security, and community mobilization. He holds a Bachelor of Arts in Development Studies and Social Work Practice from the University of Africa, along with multiple diplomas and certificates in project management, business administration, and psychosocial counseling.