AI for Nonprofits in South Africa
A grantee perspective on the 4D Framework.
Most guides to AI for nonprofits were written for well-resourced organisations in the global north. They assume paid tool budgets, dedicated comms teams, and audiences that already know your name. That's not the South African NGO reality. This guide translates the same four disciplines the funder Lab teaches — Delegation, Description, Discernment, Diligence — into decisions a two-person NGO can act on tomorrow.
Delegation — what to hand to AI
Hand to AI: translation drafts (isiZulu, Sesotho, Afrikaans, Xitsonga), turning meeting notes into donor updates, restructuring the same story for different audiences, and first-draft grant applications. Keep human: consent conversations, which photo of a beneficiary you publish, and the words you use about the people you serve. Delegate the typing. Never the deciding.
Description — context is the prompt
The AI has never met your community. A one-paragraph description of who you are, who you serve, the language you use and the words you refuse pays for itself in every prompt after. Save it. Paste it into every new conversation. The single highest-leverage AI skill for a South African NGO is writing a good voice brief.
Discernment — the three-question filter
- Is it true? AI confidently invents statistics. If it cites a number, verify it or delete it.
- Is it ours? "Empowering vulnerable beneficiaries" is nobody's voice. Rewrite it in yours.
- Does it dignify? If the sentence describes your community by what it lacks, it fails.
Diligence — the Ubuntu bit
POPIA still applies when the tool is an AI. Consent to a photo is not consent to that photo being processed by an American language model. Publish an AI-use statement. Get sign-off from a human — ideally someone from the community — on anything that goes public.
Funders you work with may already be doing the Lab. See the syllabus to know what they've been taught to expect from your comms.