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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- Search: responsible data
- 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 - 12.3C160
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 - 12.3C159
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
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