Locally-led organizations
Funded but under-resourced. Often first-time grantees with no inherited M&E playbook.
Monitoring & Evaluation Studio
The Go-To Home
for AI in M&E
The library, prompts, and tools the sector keeps rebuilding. In one place. Free.
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Indicators
18 sectors · 3 languages
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AI Prompts
Tested for M&E tasks
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Free Tools
Calculators & checkers
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Playbooks
Step-by-step workflows
No signupNo paywallWorks with any AI toolCopy-paste readyNo AI experience needed
Free M&E resources, ready to use
Prompts, indicators, guides, and tools, ready to copy and free for anyone who needs them.
Who this is for
Built once, free for anyone who needs it. No budget gate.
Smaller & mid-size teams
A program officer or ED running M&E on the side, with no dedicated department.
Country & regional teams
Servicing multiple donor portfolios with thin central support.
Grantee partners
Locally-led orgs depending on capacity-building support that has been historically inconsistent.
Find the right indicators
Search our library of 3,900+ 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 IndicatorsHealthOutcome
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 3,900+ indicators
The principles behind the library
Three ideas shape every prompt, indicator, and guide here.
Decision-Linked Measurement
Every indicator needs a named decision, a named decision-maker, and a timeline. If a piece of data does not inform a specific decision, it should not be collected.
Minimum Viable Measurement
The right 10 indicators beat 80 every time. Collect the minimum evidence needed to decide with acceptable confidence, and stop there.
Burden Awareness
Every data collection extracts from someone. Make that cost visible and ask whether the evidence value exceeds the human cost of gathering it.
Need hands-on help?
Advisory, training, and workflow design for teams moving from exploration to implementation.
Start using AI for M&E
Browse free resources or talk to our team about implementation support for your organization.