EvalCommunity Academy · AI + Monitoring & Evaluation AI-Enabled Evaluation: A Practical Case Study Based on the 2026 UNDP Evaluation Guidelines Learn how an evaluation manager can use AI responsibly while protecting evidence quality, independence, ethics, transparency and professional judgement. …
EvalCommunity Case Study | AI + Monitoring & Evaluation Agentic AI in M&E: 7 Lessons from the OECD’s 2026 Study of 25 Organisations What evaluators, MEL and MEAL professionals, and international development organisations should prepare for as AI moves from …
Can AI Turn Correlation Into Causation? A Practical M&E Test A practical tutorial for detecting when an AI-generated evaluation finding goes beyond what the evidence actually supports. AI can identify patterns, compare groups, summarize results and draft evaluation findings in …
Claude Cowork Tutorial for Evaluators and Development Professionals How to implement Claude Cowork in real M&E, evaluation, research and international development workflows. Artificial intelligence is moving beyond simple question-and-answer chat. Agentic AI systems can increasingly take a defined objective, work …
AI in Evaluation: From Augmented to Automated Evaluation How artificial intelligence can support evaluation across the policy cycle—and the emerging possibility of integrating evaluation into autonomous AI systems. Case study source: Steve Jacob, Artificial Intelligence and the Future of Evaluation: …
How the World Development Report 2026 Says AI Should Be Evaluated for Development What Monitoring & Evaluation professionals can learn from the World Bank’s framework for evaluating AI performance, use and development outcomes. Case study source: World Bank, World Development …
How UNFPA Designed a Responsible GenAI Strategy for Evaluation How the UNFPA Independent Evaluation Office developed a structured approach to using generative AI to improve evaluation processes while addressing methodological, ethical and organizational risks. Case study: UNFPA Independent Evaluation Office …
AI IN MONITORING & EVALUATION How AI Supported the Census Evaluation How UNFPA used AI for multilingual document review, evidence extraction and analysis while maintaining human oversight. How can AI expand the evidence base of an evaluation? Large-scale evaluations can …
AI IN MONITORING & EVALUATION AI tools for evidence synthesis The Cochrane case: how AI tools are being evaluated for evidence synthesis Can AI improve evidence synthesis without compromising rigor? Artificial intelligence is increasingly being introduced into evidence synthesis. AI …
EvalCommunity Academy · Case Study Can AI Be Trusted to Synthesize M&E Evidence? Applying AI responsibly across evidence search, screening, extraction, coding and synthesis. AI in Monitoring & Evaluation The challenge: AI can search, classify, extract, code and synthesize large …