The Impact of Artificial Intelligence in Secondary Education: A Case Study of Wellspring Academy, Rwanda

Kamukama Jimmy Spice
Kabale University, Uganda
Email: jimmyspice37@gmail.com

Abstract: This study investigates the integration of Artificial Intelligence (AI) in secondary education through a case study of Wellspring Academy in Rwanda. It examines how AI technologies are utilized in curriculum delivery, teaching practices, and school administration, and evaluates their impact on student engagement, academic performance, and operational efficiency. A mixed-methods approach was used, combining survey data from 90 students, 20 teachers, and 5 administrators with qualitative interviews and academic performance analysis. Results show that AI tools significantly improved personalized learning, learner engagement, and administrative productivity. However, implementation challenges remain, including insufficient training, infrastructure gaps, resistance to change, and ethical concerns around data privacy. The study proposes stakeholder-driven policy recommendations to ensure equitable, effective, and ethical AI adoption. These include structured training programs, inclusive access strategies, robust data governance, and feedback-informed policy mechanisms. The findings contribute to emerging research on AI in African education and highlight the need for a balanced integration of technology with human-centered pedagogy.