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
- Event: What are the resources we need to navigate AI, gender and MERL?
- Event recap: The Humanitarian AI Countdown and humanitarian knowledge production with Kristin Sandvik
- Research Digest 2: State of AI Adoption and Competencies for Evaluators for Made in Africa AI in MERL
- Bias in, bias out? How we’re understanding more about gender bias in LLMs
Upcoming Events
Join MERL professionals to connect, network and learn.
Mar 31: Info Session – AEA and MTI Micro Hackathon
Back by popular demand, the American Evaluation Association (AEA) and The MERL Tech Initiative (MTI) are excited to present the 2026 Hackathon–Virtual Edition! This beginner-friendly hybrid hackathon challenges participants to create ethical AI-powered solutions for real-world evaluation problems. Everyone is invited to participate regardless of skill level or experience’
MERL Tech Initiative Publications
Resources
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Common AI Definitions & Risks for Development & Humanitarian Actors
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The Opportunities and Risks of Foundational Models
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CARE Principles for Indigenous Data Governance
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Decolonizing Data, One Language at a Time
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Data Ethics Guidebook and Toolkit
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Responsible Data Governance for M&E in the African Context. Part 1: Overview of Data Governance
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Responsible Data Governance for M&E in the African Context. Part 2: Practical Guidance
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Data Rights for Communities
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Catalog of Digital Solutions