Machine learning (ML), a subset of artificial intelligence, is revolutionizing data processing and decision-making in non-governmental organizations (NGOs). It enhances understanding and improving program effectiveness, bolsters accountability, and aids in learning and adapting strategies. ML also holds the potential to further transform NGO operations in the future. However, significant challenges like ensuring ethical use of ML, addressing digital divide, and fostering collaborations for further advancements persist. … More Revolutionizing NGO Operations: The Role of Machine Learning in MEAL and Research