The paper investigates the role of adult education in fostering rural development and women's empowerment, focusing on Tunisia as a representative country for the MENA region and Hungary, with a focus on cross-regional collaboration, growth opportunities, and gender-inclusive strategies. We utilized a mixed-method approach, combining quantitative data analysis of national education and socioeconomic indicators with qualitative case studies of adult education programs in both countries.