Module I – Lesson 1: AI Essentials & How AI Transforms Traditional M&E Practice

Module I – Lesson 2: AI Prompts for Evaluation

Module I – Lesson 3: Ethics, Bias & Responsible AI in M&E

Module I – Lesson 4: Managing AI Risks, Human-in-the-Loop QA & Adoption Barriers

Module I – Lesson 5: AI Governance & Institutional Frameworks for M&E and International Development

Module I – Lesson 6: AI Observability & Monitoring in M&E Systems

Module I Quiz: AI Foundations, Ethics & M&E Practice

Module II – Lesson 1: AI for Evaluation Design & Methodology Selection

Module II – Lesson 2: AI-Driven Theories of Change, Logframes & Indicator Design

Module II – Lesson 3: AI for Rubric Development & Evaluative Reasoning

Module II – Lesson 4: AI for Evaluation Products: TORs, Inception Reports & Evaluation Matrices

Module II – Lesson 5: Embedding AI into M&E Systems & Framework Architecture

Module II – Lesson 6: AI for Decision-Making & Adaptive Management Systems

Module II Quiz: AI for Evaluation Design, Frameworks & Decision Logic

Module III – Lesson 1: AI-Driven Data Collection: Surveys, Chatbots, Voice & Multilingual Methods

Module III – Lesson 2: Big Data & Geospatial Evidence for Evaluation

Module III – Lesson 3: AI for Data Processing, Cleaning & Quality Assurance

Module III – Lesson 4: AI-Powered Real-Time Monitoring Systems

Module III – Lesson 5: AI-Powered Dashboards & Automated Reporting

Module III – Lesson 6: Debugging & Validating AI Systems in M&E

Module III Quiz: AI for Data Collection & Management in M&E

Module IV – Lesson 1: Text & Sentiment Analysis with NLP for Qualitative Evidence

Module IV – Lesson 2: AI-Assisted Qualitative Coding & Thematic Analysis

Module IV – Lesson 3: AI for Evidence Synthesis & Systematic Reviews

Module IV – Lesson 4: AI for Participatory & Utilization-Focused Evaluation

Module IV – Lesson 5: AI for Developmental Evaluation

Module IV – Lesson 6: AI for Evidence-Informed Policy

Module IV Quiz: AI for Qualitative & Mixed-Methods Sense-Making

Module V – Lesson 1: AI-Enhanced Data Analysis for M&E (Quantitative Analytics)

Module V – Lesson 2: Predictive Modeling with AI for M&E

Module V – Lesson 3: AI for Causal Inference & Impact Evaluation

Module V – Lesson 4: AI for Contribution Analysis & Process Tracing

Module V – Lesson 5: AI for Social Impact Measurement

Module V – Lesson 6: AI for Meta-Evaluation & Evaluation Quality Standards (OECD-DAC, AEA, EES)

Module V – Quiz: AI for Quantitative Analysis, Impact & Evaluation Quality

Module VI – Lesson 1: AI for Evaluation Writing & Knowledge Products

Module VI – Lesson 2: AI for Data Storytelling & Visualization

Module VI – Lesson 3: AI-Ready Teams & Smart Budgeting for M&E

Module VI – Lesson 4: The AI Tools Ecosystem for M&E

Module VI – Lesson 5: AI Agents for M&E – Automating Evaluation Workflows

Module VI – Lesson 6: Capstone Lab – Designing an AI-Powered M&E System

Course Review & Your AI-M&E Professional Toolkit

Module VI – Quiz: AI for Communication, Implementation & Intelligent Systems