AI is genuinely useful for nonprofit work, and it fails in specific, predictable ways. These two guides cover the failure modes with the highest stakes, and the habits that keep them from becoming your problem.
Why AI invents numbers, sources, and funder details that look real, and the workflow that catches them before a proposal or report goes out.
What you can and can't put into an AI tool, how consumer and business tiers differ, and a checklist for protecting donors and the people you serve.