New here? Start here.
AI for the M&E work you already do. Two minutes to see what is here and where to go first.
Pick Your Path
Three common situations, three different starting points. You can always come back and explore the rest.
1.I Want to Learn M&E Concepts and Methods
You want definitions, frameworks, and guidance on M&E practice. The reference library is where you start: 164 entries across 6 topic hubs.
2.I Am Writing a Proposal and Need M&E Help Now
You have a deadline and the M&E section is not written yet. Proposal Help is a field manual for proposal M&E under time pressure.
3.I Want to Use AI to Do M&E Work Faster
You know M&E and want AI to take on the right parts of it. AI for M&E has step-by-step guides, multi-step playbooks, a prompt library, and a map of where AI fits.
Everything on M&E Studio
All free, no account required.
- Reference LibraryEvery major M&E framework, method, and term, organized into six topic hubs.164 entries
- Decision GuidesOpinionated how-to and comparison guides for the M&E decisions practitioners face most often.37 guides
- AI for M&EStep-by-step guides and multi-step playbooks for using AI in M&E work, with the pitfalls named.21 guides, 9 playbooks
- Prompt LibraryTested M&E prompts, organized by topic and task, ready to copy or customize.233 prompts
- ToolsBrowser-based tools for M&E work. Nothing to install.1 tools
- Proposal HelpWriting the M&E section under deadline: structure, decision guides, prompts, and traps.Field manual
The 6 Topic Hubs
The M&E library is organized around 6 hubs that follow the practitioner workflow from framework design through analysis and use. Pick the one that matches what you are doing this week.
- EvaluationDesign, commission, and manage evaluations
- DesignTheories of change, logframes, MEL plans, proposals, and design artifacts
- Data Collection & QualityMethods, tools, DQAs, cleaning, and validation for field data
- IndicatorsSelect, design, track, and report on indicators
- SamplingSample size, sampling methods, design effect, and common mistakes
- AnalysisQuantitative and qualitative analysis, coding, statistics, and mixed methods
Shortcuts by Situation
Writing a proposal or concept note
Start with How to Write the M&E Section of a Proposal, then review budget allocation.
Writing a MEL plan
Start with How to Build a MEL Plan for the structure, then use Write a MEL Plan with AI to draft it section by section.
Building your results framework
Start with Logframe vs Theory of Change and then the logframe guide.
Planning a baseline or endline survey
See Baseline vs Endline vs Midline, then how to choose your sample size.
Writing a donor report
Commissioning an evaluation
Start with How to Write Evaluation Terms of Reference and choose a methodology.
MEL vs M&E vs MEAL: The Terminology
You will see these acronyms used interchangeably in job titles, donor templates, and practitioner conversations. The differences matter, but not as much as people sometimes pretend.
- M&E (Monitoring & Evaluation): The foundation. Monitoring is ongoing tracking during implementation; evaluation is periodic judgment of whether the program worked.
- MEL (Monitoring, Evaluation & Learning): Adds Learning as a formal function. USAID and most INGOs use this framing. Learning is the loop that feeds findings back into program decisions.
- MEAL (Monitoring, Evaluation, Accountability & Learning): Adds Accountability, usually framed as accountability to affected populations. Common in humanitarian work where feedback mechanisms and safeguarding are front of mind.
If you are just getting started, think M&E. If your organization uses MEL or MEAL, the additional letters mainly shape how you report and what you have to document, not the underlying craft. The full comparison is in MEL vs M&E vs MEAL vs MLE.
Before You Dive In
- Is M&E Studio Free?
- Yes. The library is free: the reference library, decision guides, AI guides and playbooks, the prompt library, and the tools. No account is needed for any of it.
- What Is M&E Studio For?
- It makes rigorous M&E easier to understand, build, check and use, with AI doing much of the work. It is for monitoring, evaluation, and learning (MEL) practitioners and teams: M&E frameworks, methods, and tools, and practical AI workflows for the M&E tasks you already do.
- I am new to M&E. Where do I start?
- Start with the reference library and the Design topic hub, which cover the foundational frameworks (theory of change, logframe, results framework) that everything else builds on. Then read a couple of decision guides to see how the ideas connect in practice.
- I know M&E but I am new to AI. Where do I start?
- Go straight to AI for M&E. The guides assume you know M&E and want to see where AI is genuinely useful and where it is not. The map of where AI fits shows that stage by stage, and the prompt library gives you tested starting points.
- Does M&E Studio Offer Consulting or Advisory Services?
- Yes. M&E Studio offers advisory for teams that need hands-on support with AI in their M&E work. The services page has the details.
Pick Where You Are Going First.
The reference library is the best overview. Proposal Help is the fastest path if you have a deadline. The AI guides are the most practical if you already know M&E.