Welcome to the MERL Tech Initiative!
MERL Tech is a term for digital tools and approaches that enable monitoring, evaluation, research and learning (MERL). The term also describes the wider field of work at the intersection of technology and MERL.
The MERL Tech Initiative (MTI) and its core collaborators work with social sector organizations to achieve thoughtful tech-enabled program design, implementation, and MERL.
We convene communities of practice to share learning and advance responsible, ethical, realistic digital approaches that center people, communities and societies. We advocate for a strong focus on equity, justice and avoiding harm. Learn more about our work!
Latest News
- Kicking off a new learning group: AI and MERL in Latin America
- Event Recap: Evaluating the Climate & Socio-Environmental Impact of Data Centers
- No Impact Without Engagement: Towards Standardised Product Metrics for Social and Behaviour Change Chatbots
- Join us on May 28: Building a GenAI Sexual and Reproductive Health Chatbot in Senegal and Kenya – Technical and Operational Learnings
Upcoming Events
Join MERL professionals to connect, network and learn.
July 13-15: Introduction to AI in Evaluation – IPDET Workshop
The IPDET Workshops in Bern (Switzerland) will take place from July 13 to 17, 2026. Linda Raftree (The MERL Tech Initiative) is co-facilitating a training with Paul Jasper to help evaluators who have so far had limited exposure to emerging AI, including Generative AI (GenAI), to understand potential implications and risks for their area of work. Learn more and register here.
MERL Tech Initiative Publications
Resources
-
Common AI Definitions & Risks for Development & Humanitarian Actors
-
The Opportunities and Risks of Foundational Models
-
CARE Principles for Indigenous Data Governance
-
Decolonizing Data, One Language at a Time
-
Data Ethics Guidebook and Toolkit
-
Responsible Data Governance for M&E in the African Context. Part 1: Overview of Data Governance
-
Responsible Data Governance for M&E in the African Context. Part 2: Practical Guidance
-
Data Rights for Communities
-
Catalog of Digital Solutions