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You are here: Home / Archives for AI for Monitoring, Evaluation & Learning (MEAL)

AI for Monitoring, Evaluation & Learning (MEAL)

AI for Cleaning and Validating Monitoring Data

Dated: January 13, 2026

In the world of non–governmental organizations (NGOs), data is the lifeblood of accountability, impact measurement, and informed decision-making. From tracking beneficiaries to assessing program effectiveness, the insights you gather directly influence your ability to secure funding, refine strategies, and ultimately, achieve your mission. However, this critical data often comes with a challenge: it’s rarely pristine. […]

Tracking Indicators Automatically Using AI Tools

Dated: January 9, 2026

In the dynamic world of nonprofit work, understanding your impact isn’t just good practice—it’s essential for securing funding, demonstrating accountability, and refining your programs. Traditionally, monitoring and evaluating (M&E) program indicators has been a labor-intensive process, often involving manual data collection, spreadsheet wrangling, and a significant time investment. However, the advent of artificial intelligence (AI) […]

AI for Measuring Program Impact More Accurately

Dated: January 8, 2026

The ability to accurately measure the impact of programs is fundamental to the mission of any non-governmental organization (NGO). It allows you to demonstrate accountability to donors and beneficiaries, refine strategies for greater effectiveness, and ultimately achieve your organizational goals. In an increasingly data-rich world, artificial intelligence (AI) offers a powerful suite of tools to […]

Using AI for Adaptive Management and Learning

Dated: January 8, 2026

Welcome, NGO leaders, fundraisers, program managers, M&E specialists, and communications staff! In the dynamic world of nonprofit work, adaptability and continuous learning are not just buzzwords – they are critical for impact. This article explores how artificial intelligence (AI) can serve as a powerful ally in fostering these essential qualities, helping your organization thrive even […]

Using AI-Powered Surveys in Low-Resource Settings

Dated: January 7, 2026

There’s a powerful new tool emerging that can significantly enhance how nonprofits gather information, understand their impact, and make better decisions: Artificial Intelligence (AI). For many in the nonprofit sector, AI might sound like something from a distant, highly technical future, reserved for tech giants or academic research. However, AI is rapidly becoming more accessible […]

How AI Improves Data Collection for NGO Programs

Dated: January 7, 2026

The world of nonprofit work often hinges on understanding complex realities and reaching those most in need. This understanding is built upon the bedrock of data – information about communities, program effectiveness, and the impact of your work. Traditionally, collecting and processing this data has been a labor-intensive, time-consuming, and often challenging endeavor, especially for […]

Integrating AI into Existing MEAL Frameworks

Dated: January 7, 2026

For many NGOs, the term “Artificial Intelligence” (AI) can sound like a futuristic concept, far removed from the day-to-day realities of program implementation, data collection, and impact assessment. However, AI, at its core, is simply a set of advanced computational techniques that can process information and make decisions or predictions. Think of AI not as […]

AI-Generated Donor Reports: Opportunities and Risks

Dated: January 7, 2026

Imagine a world where crafting compelling and comprehensive donor reports no longer consumes days, but hours. This is the promise of artificial intelligence (AI) for NGOs. As a rapidly evolving technology, AI offers the potential to revolutionize how nonprofits communicate with their invaluable supporters, fostering deeper engagement and more efficient operations. However, like any powerful […]

Protecting Beneficiary Data When Using AI Systems

Dated: January 7, 2026

In an increasingly data-driven world, Artificial Intelligence (AI) offers powerful tools for NGOs to amplify their impact, streamline operations, and better serve beneficiaries. From optimizing resource allocation to personalizing outreach, AI holds immense potential. However, this transformative power comes with a significant responsibility, especially when handling the sensitive information of vulnerable populations. Just as a […]

Protecting Beneficiary Data When Using AI Systems

Dated: January 7, 2026

The increasing adoption of AI tools for NGOs presents a powerful opportunity to amplify impact and streamline operations. However, alongside these innovations comes a critical responsibility: safeguarding the sensitive data of the individuals and communities we serve. As nonprofit leaders, fundraisers, program managers, M&E specialists, and communications staff, understanding how to protect beneficiary data when […]

Designing AI-Enabled MEAL Systems for NGOs

Dated: January 7, 2026

Imagine trying to navigate a vast ocean without a compass or accurate charts. You might make progress, but you’d struggle to know if you’re truly heading towards your destination, how efficiently you’re traveling, or what challenges lie ahead. For NGOs, Monitoring, Evaluation, Accountability, and Learning (MEAL) systems are that essential navigation toolkit, guiding us towards […]

The Future of Impact Measurement with AI

Dated: January 7, 2026

The Future of Impact Measurement with AI For many nonprofits, demonstrating the tangible impact of their work is paramount. It’s how you secure funding, build trust with beneficiaries, and refine your strategies. Traditionally, impact measurement has involved meticulous data collection, often through surveys, interviews, and case studies, followed by rigorous analysis. This process, while valuable, […]

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Scenario Planning for NGOs Using AI Models

AI for Cleaning and Validating Monitoring Data

AI Localization Challenges and Solutions

Mongolia’s AI Readiness Explored in UNDP’s “The Next Great Divergence” Report

Key Lessons NGOs Learned from AI Adoption This Year

Photo AI, Administrative Work, NGOs

How AI Can Reduce Administrative Work in NGOs

Photo Inclusion-Focused NGOs

AI for Gender, Youth, and Inclusion-Focused NGOs

Photo ROI of AI Investments

Measuring the ROI of AI Investments in NGOs

Entries open for AI Ready Asean Youth Challenge

Photo AI Trends

AI Trends NGOs Should Prepare for in the Next 5 Years

Using AI to Develop Logframes and Theories of Change

Managing Change When Introducing AI in NGO Operations

Hidden Costs of AI Tools NGOs Should Know About

Photo Inclusion-Focused NGOs

How NGOs Can Use AI Form Builders Effectively

Is AI Only for Large NGOs? The Reality for Grassroots Organizations

Photo AI Ethics

AI Ethics in Advocacy and Public Messaging

AI in Education: 193 Innovative Solutions Transforming Latin America and the Caribbean

Photo Smartphone app

The First 90 Days of AI Adoption in an NGO: A Practical Roadmap

Photo AI Tools

AI Tools That Help NGOs Identify High-Potential Donors

Photo AI-Driven Fundraising

Risks and Limitations of AI-Driven Fundraising

Data Privacy and AI Compliance for NGOs

Apply Now: The Next Seed Tech Challenge for AI and Data Startup (Morocco)

Photo AI Analyzes Donor Priorities

How AI Analyzes Donor Priorities and Funding Trends

Ethical Red Lines NGOs Should Not Cross with AI

AI for Faith-Based and Community Organizations

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