M&E Tools & Resources

AI-powered workflows, interactive calculators, indicator libraries, guides, and resources for M&E professionals.

Privacy, Security & Quality Assurance

M&E work involves sensitive client data and PII. Our tools and engagements are designed with privacy, security, and quality at their core.

Encryption & Data Control

Data encrypted at rest and in transit. User-controlled deletion. No AI training on your data without explicit consent.

PII Protection

Built-in anonymization tools to identify and mask PII. Configurable policies ensure compliance with donor requirements and data protection regulations.

Human-in-the-Loop

AI provides suggestions, you maintain control. Review and approve all AI-generated content. Expert validation always required.

Data Handling & Quality Assurance

Client Data Management

  • Encryption at rest and in transit
  • Configurable retention policies
  • User-controlled data deletion
  • No AI training without consent

Quality Control

  • Multi-stage review workflows
  • Expert validation required
  • Audit trails for all changes
  • Version control and rollback

Our Commitment: AI augments expert judgment, never replaces it. You maintain complete control over your data, analysis, and decisions.

How It Works

From project context to polished deliverable in three steps.

1

Choose a Workflow

Pick from MEL plans, theories of change, evaluation ToRs, and more. Each workflow is built for a specific M&E deliverable.

2

Add Your Context

Describe your program, donor, and constraints. The AI adapts its output to your specific situation rather than producing generic templates.

3

Get a Real Deliverable

Receive a structured, editable document ready for review. Export to Word, refine, and submit.

AI Workflows

7 workflows across 3 categories, each producing a specific M&E deliverable.

M&E Design

3 workflows

  • MEL Plan Generator
  • Theory of Change Builder
  • Results Framework

Evaluation

2 workflows

  • Evaluation ToR Generator
  • Needs Assessment

Data

2 workflows

  • Data Collection Tools
  • Key Findings Extractor
Browse All Workflows

Free M&E Tools

Interactive calculators, assessments, and guides you can use right now - no account required.

Sample Size Calculator

Calculate statistically sound sample sizes for surveys and evaluations

Try It Free

MEAL Assessment

Comprehensive assessment of your M&E maturity across multiple dimensions

Try It Free

Decision Guides

8 interactive decision trees for M&E planning challenges

Try It Free

Evaluation Designer

Design evaluation frameworks and methodologies

Try It Free

Logic Model Builder

Build Theory of Change and logic models with visual editor and export

Try It Free

Prompt Library & Builder

Browse 67+ expert AI prompts for M&E tasks, or build a custom prompt tailored to your task, sector, and donor framework.

Explore Prompts
View all free tools
2,156 Indicators · 26 Donors · 15 Sectors

Cross-Donor Indicator Library

Search and filter indicators from USAID, WHO, UNICEF, UNDP, Global Fund and 21 more donor frameworks, unified under one searchable taxonomy.

Browse Indicators

Resources

Templates, guides, and frameworks to strengthen your M&E practice.

Resource Library

Searchable collection of M&E resources, frameworks, and reference materials.

Browse

Guides

Step-by-step professional guides for theory of change, indicators, and learning systems.

Browse

Free Resources

Downloadable checklists, reference cards, and quick-start templates.

Download

Courses

Structured learning paths for M&E professionals at every level.

Explore

Need Custom M&E Support?

These tools are just the start. Work with M&E Studio for tailored consulting, evaluation design, and AI-powered M&E systems.

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