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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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Canada and Finland Strengthen AI Partnership with Sovereign Technology Cooperation

Google.org Commits $15M to AI Research Through Digital Futures Fund Expansion

UN Begins Global AI Impact Study Focused on People

Canada to Use AI Hybrid Model for Severe Weather Forecasts

MYOB, Microsoft Join Forces for Five-Year AI Initiative

Natter Raises $23M to Enhance AI Insights for Enterprises

UNDP–Intel Partnership Boosts AI Skills in Lesotho and Liberia

UNDP and Intel Partner to Boost AI Capacity in Lesotho and Liberia

PacifiCan Invests $13.8M in AI and Aerospace Innovation in BC

Tajikistan Uses AI to Improve Water Management

AI-Powered Crisis Response: IOM and Google Cloud Join Forces

India’s Data Protection and AI Governance Update

AI Chatbot Sami Launches in Colombia for Migrants

CFPs: Evaluating Scalability and Impact of GenAI and Agentic AI in the Water and Wastewater Sector

AI for Good Fund: Building AI Capacity in the Nonprofit Sector (Ireland)

Submissions open for BuildAI Pitch Event (India)

Microsoft launches AI initiative to empower nonprofits worldwide

Bezos Earth Fund Backs AI Climate Fix as Amazon’s Emissions Rise

AI App Helps Bridge Information Gap for India’s Farmers

Apply Now: AI to Accelerate Charitable Giving Grand Challenge

NSF Grants $11M to Boost AI Training for K-12 Teachers Nationwide

Cloudberry Ventures Raises €50M to Fund AI and Infrastructure Startups

AI in Healthcare: Driving a Rapid Revolution

AI Risks and Opportunities for Sustainability Leaders

Digital Edge Secures $665M Green Loan for Indonesia AI Data Center

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