Every source is traceable
AI drafts are built from your documents and verified M&E guidance. You can see what the AI produced and what changed. If there's a claim, there's a source for it.
The Go-To Home
for AI in M&E
For international development, foundations, and nonprofits.
Built for the work you're already doing
Prompts to draft with. Indicators to copy. Guides to learn from. Tools to run. No signup, no paywall.
Find the Right Indicators
Search our library of 2,000+ cross-donor indicators across 18 sectors to find exactly what your results framework needs.
Filter by sector, level, and sub-sector. Copy indicators directly into your proposals and frameworks. Available in English, French, and Spanish.
HealthEducationWASHFood SecurityGovernanceProtectionLivelihoodsGender+10 more sectors
Search IndicatorsSearch indicators by keyword...
HealthOutcome
Percentage of children under 5 who are fully immunized
EducationOutput
Number of teachers trained in inclusive education methods
WASHOutcome
Percentage of households with access to safely managed drinking water
Showing 3 of 2,000+ indicators
How We Use AI
AI does the structural work. M&E expertise guides it.
Checked before it reaches you
Each output goes through automated quality checks for accuracy and relevance. We generate, validate, refine, and validate again rather than handing over a first draft.
Your review before anything is final
An M&E specialist reviews every output for context, fit, and organizational appropriateness. Your data stays yours. Nothing is stored by default.
Need Help Implementing?
Our consulting team helps organizations move from exploration to implementation.
Advisory
Practical guidance on where AI fits in your M&E workflows, which tasks benefit from AI assistance, and how to implement responsibly with appropriate quality controls.
Training
Hands-on training for M&E teams on AI integration, prompt engineering for evaluation tasks, and responsible AI use in development contexts.
Workflow Design
Custom M&E workflows that integrate AI where it adds value. System design, results frameworks, indicator libraries, and reporting pipelines built for your context.
Start Using AI for M&E
Browse free resources or talk to our team about implementation support for your organization.