Module I: Foundations – AI, Ethics & the M&E Landscape
Lesson 1: AI Essentials & How AI Transforms Traditional M&E Practice – https://academy.evalcommunity.com/wp-content/uploads/2026/05/AI-doesnt-replace-evaluation.png
Lesson 2: AI Prompts for Evaluation – https://academy.evalcommunity.com/wp-content/uploads/2026/05/AI-Prompt-for-Evaluation.png
Lesson 3: Ethics, Bias & Responsible AI in M&E – https://academy.evalcommunity.com/wp-content/uploads/2026/05/AI-Ethics-Bias-Environmental-Responsibility-in-ME.png
Lesson 4: Managing AI Risks, Human-in-the-Loop QA & Adoption Barriers – https://academy.evalcommunity.com/wp-content/uploads/2026/05/Managing-AI-Risks-Human-in-the-Loop-QA-Adoption-Barriers.png
Lesson 5: AI Governance & Institutional Frameworks for M&E and International Development – https://academy.evalcommunity.com/wp-content/uploads/2026/05/AI-Governance-Frameworks-for-ME-and-International-Development.png
Lesson 6: AI Observability & Monitoring in M&E Systems – https://academy.evalcommunity.com/wp-content/uploads/2026/05/AI-Observability-Monitoring-in-ME-Systems.png
Module II: AI for Evaluation Design, Frameworks & Decision Logic
Lesson 1: AI for Evaluation Design & Methodology Selection https://academy.evalcommunity.com/wp-content/uploads/2026/05/AI-for-Evaluation-Design-Methodology-Selection.png
Lesson 2: AI-Driven Theories of Change, Logframes & Indicator Design: https://academy.evalcommunity.com/wp-content/uploads/2026/05/AI-Driven-Theories-of-Change-Logframes-Indicator-Design.png
Lesson 3: AI for Rubric Development & Evaluative Reasoning: https://academy.evalcommunity.com/wp-content/uploads/2026/05/AI-for-Rubric-Development-Evaluative-Reasoning.png
Lesson 4: AI for Evaluation Products: TORs, Inception Reports & Evaluation Matrices – https://academy.evalcommunity.com/wp-content/uploads/2026/05/AI-for-Evaluation-Products-TORs-Inception-Reports-Evaluation-Matrices.png
Lesson 5: Embedding AI into M&E Systems & Framework Architecture – https://academy.evalcommunity.com/wp-content/uploads/2026/05/Steps-to-Integrate-AI-into-ME-Frameworks.png
Lesson 6: AI for Decision-Making & Adaptive Management Systems – https://academy.evalcommunity.com/wp-content/uploads/2026/05/AI-for-Decision-Making-Adaptive-Management-Systems-1.png
Module III: AI for Data Collection, Management & Monitoring
Lesson 1: AI-Driven Data Collection: Surveys, Chatbots, Voice & Multilingual Methods – https://academy.evalcommunity.com/wp-content/uploads/2026/05/AI-Driven-Data-Collection-Surveys-Chatbots-Voice-Multilingual-Methods-1.png
Lesson 2: Big Data & Geospatial Evidence for Evaluation – https://academy.evalcommunity.com/wp-content/uploads/2026/05/Big-data-and-geospatial-insights.png
Lesson 3: AI for Data Processing, Cleaning & Quality Assurance – https://academy.evalcommunity.com/wp-content/uploads/2026/05/AI-for-data-quality-in-ME.png
Lesson 4: AI-Powered Real-Time Monitoring Systems
Lesson 5: AI-Powered Dashboards & Automated Reporting
📘 NEW — Lesson 6
Monitoring AI Systems: Tracing, Metrics & Debugging
- Chain-of-thought tracing
- Interaction logging
- Debugging workflows
- Reproducibility