Guides on using AI carefully
Plain, practical notes for nonprofits and small teams thinking about AI: where it helps, what to watch for, and what to leave with people.
- October 5, 2026
7 min readHow to use AI for grant reporting without inventing numbersA practical approach for nonprofits using AI to draft grant and impact reports: every figure tied to a source, automatic checks, and a person signing off before anything goes to a funder. - October 5, 2026
8 min readAI and client privacy for Canadian nonprofits: a practical checklistQuestions to answer before a Canadian nonprofit uses AI with client information: consent, which privacy law applies, where data goes, logs and test data, human approval and record keeping. - October 5, 2026
6 min readWhat a small nonprofit should automate first, and what to leave aloneA simple way for small nonprofits to choose their first AI automation: look for frequent, checkable, low-harm tasks, and leave relationship and judgement work with people.