Resource library · free toolkits, templates and guides
The practical library for people who build nonprofits
211 really practical toolkits, templates and guides for nonprofit and NGO leaders, and the consultants and funders who support them. A mix of the classics and newer methods.
Suggestions are welcome211 resources · 15 topics · 137 publishers · 197 free to use
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6 resources found
- Search: data ethics
- 12.2C157
Responsible Data Handbook
A handbook on the ethics and risks of collecting and using data about people in international development work. It follows the project lifecycle: designing a project, managing data, getting, understanding and sharing data, and closing a project. Chapters can be read alone or in sequence. A team of 12 practitioners wrote it in a 3-day book sprint. It is free under a CC BY-SA 4.0 licence.
Start hereClassicKey manual or guideFree - 12.2C158
Data Maturity Assessment
A free online self-assessment that gives a snapshot of an organisation's data and AI maturity. It scores 3 areas: purpose, practice (data quality, security, ethics and infrastructure) and people (leadership, talent and culture), plus a separate AI score. Results come in a shareable format for talks with colleagues and funders, with recommended guides and resources for next steps. It is aimed at social impact organisations, government agencies, funders and universities.
CurrentTool or templateFree with sign-up - 12.3C159
Artificial Intelligence (AI) Ethics for Nonprofits: Toolkit
A workshop kit that helps nonprofits design, deploy and use AI responsibly. This first part focuses on the principle of fairness. It contains a facilitator guide, a master slide deck, case studies, key AI and machine learning terms, AI ethics concepts and an example Miro board. Participants learn AI ethics basics, then apply fairness to humanitarian and international development use cases.
CurrentTool or templateFree - 12.3C160
Nonprofit AI Policy Builder
A free online tool that helps a nonprofit draft its own AI policy covering governance, data privacy, risk management and ethics. Users share their mission and AI use, choose a light, standard or advanced policy, and answer tailored questions. The tool uses generative AI to draft the policy, which the team then edits and publishes. A draft takes about 20 minutes and needs no sign-up.
Start hereCurrentTool or templateFree - 12.1C155
The Charity Digital Code of Practice 2025
A voluntary code of good practice that helps UK charities benchmark digital progress and make digital decisions. It sets out 8 principles: leadership, user led, culture, strategy, data, skills, risk and ethics, and adaptability. Separate editions exist for charities with income above and below £1 million. The 2025 update adds a data principle, AI guidance across all principles, tips on buying digital tools, and stronger cyber security and accessibility sections.
Start hereCurrentKey manual or guideFree - 7.1C085
Understanding Impact
A guide for charities that want to measure their impact. It shows how to turn a theory of change into a measurement plan, names 5 types of data to focus on and explains how to decide what to measure first. 7 mini-guides cover quantitative methods, qualitative data, sampling, evidence standards, research ethics, analysing and using data, and building a learning culture. It follows NPC's Theory of change in ten steps.
CurrentKey manual or guideFree
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