1. Start with a real problem, not a tool
The fastest way to waste a nonprofit's time is to pick an AI tool and go looking for uses. Instead, list the 3 tasks that consume the most staff hours each week — donor communications, grant drafts, volunteer scheduling — and start there. AI adoption succeeds when it removes a bottleneck people already feel.