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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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Collage illustrating AI and ethics: digital brain, social icons, diverse faces, scales of justice, and polluted cityscape with smokestacks and a glowing shield emblem.

Amnesty International Warns of Human Rights Risks in Generative AI

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India Engages Industry to Reform AI Curriculum in Engineering Education

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OpenAI Foundation Commits $250M to Support Workers Amid AI Disruption

Two scientists shake hands in a lab, symbolizing international scientific collaboration, with Earth, satellites, and a blue brain hologram in the background and the UK and France flags overhead.

UK–France Research Partnerships Secure Major Funding for Renewable Energy and AI

New Zealand Issues AI Guidance to Improve Regulatory Productivity

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HCLTech and Pegasystems Expand Partnership to Accelerate AI-Powered Enterprise Modernization

Person in a blue shirt holds a tablet as a glowing AI circuit graphic appears to emerge from the screen.

AI Could Generate $600 Billion in Annual Climate and Sustainability Value by 2028

Kazakhstan Launches UNESCO AI Readiness Assessment Initiative

Google and UNICEF Partner on AI Education Programs Across Four Countries

Helsinki’s Avrea Raises $4.7 Million to Accelerate AI‑Driven Software Testing

Generative AI Adoption Rises in Togo to 10.1%

Veda Legacy Uses AI to Preserve Cognitive Identity Before Dementia

Google Cloud Launches Cross‑Border AI Accelerator for Southeast Asia

Promotional banner for SCAPIA travel fintech funding: two travelers with a credit card, large cash piles, and world landmarks in the background.

Scapia Raises $63 Million to Power AI‑Driven Travel Fintech Expansion

Doozy Robotics: global expansion banner with two humanoid robots, world globe, USA/UAE/Turkey flags, city skyline, forklift with boxes, and money imagery.

Doozy Robotics Expands Globally Ahead of Series A

Illustration about AI cost crisis and accountability: a robot beside a worried man, a handshake, a long receipt, and financial icons.

AI Cost Crisis Sparks Debate Over Accountability

UK & Australia AI security partnership: a robot and a worker shake hands over a glowing global lock, with flags and landmarks; safeguarding the future.

UK and Australia Forge Partnership to Tackle AI Risks

Robot and engineer review AI-driven digitalization in oil and gas, with offshore rigs glowing in the background of fire and lights.

AI and Digitalization Could Unlock $500 Billion for Oil & Gas

Doozy Robotics Global Expansion banner featuring a humanoid robot, delivery van, forklift, a healthcare professional with a tablet, and a glowing globe with a US-Gulf-Asia backdrop.

Doozy Robotics Expands Globally Ahead of Series A

AI for farmers promo: a farmer and a clinician use tablets and devices while a drone and robot monitor crops in a sunlit field.

World Bank Highlights ‘Small AI’ Potential for Farmers and Rural Communities

Event poster for AI & Labor Committee showing a robot shaking hands with a construction worker, city lights, and the Korean flag.

South Korea Launches AI and Labor Committee to Study Workplace Impact

Banner announcing $3M seed funding for advancing visual AI, featuring cameras and a glowing neural-brain motif.

Chance AI Raises $3 Million to Advance Visual AI Innovation

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ECB Research Warns of AI-Driven Financial Stability Risks

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AIchemy Frontier Fund Backs Imperial and Cambridge in £700K AI Materials Discovery Project

Banner announcing $550M AI funding from Core42 and HSBC, with a glowing globe, data servers, and a UAE flag in motion.

Core42 Secures $550 Million HSBC Financing to Accelerate Global AI Infrastructure

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