The Trend

The next AI divide may be less about who has access to a chatbot and more about who has a repeatable way to use one. The nonprofit benchmark from Virtuous and Fundraising.AI reports high adoption but much lower organizational change. It points to governance, documented workflows, cross-team ownership, and measurement as the foundations behind stronger results. Read the benchmark findings

The Federal Reserve Bank of San Francisco adds a small-business view: nearly 40% of 2024 survey respondents said they were using or planning to use AI, while others held back because of accuracy, intellectual property, training, or fit concerns. Read the Federal Reserve analysis

What It Means for Mission-Driven Organizations

Access alone does not close an equity gap. A well-resourced organization can pay for training, test several tools, and assign someone to review risk. A small nonprofit, school, or local business may ask one person to do all three jobs. If the sector treats AI readiness as a private advantage, the gap can widen.

There is also a risk on the other side. A rushed pilot can move faster than the team’s ability to check accuracy, protect personal data, or explain a decision. A pause can be wise when the stakes are high. A pause without a learning plan can become exclusion. The practical middle is a small, documented experiment with a clear stop rule.

Strategic Question of the Week

What is the smallest workflow we can test in a way that a staff member, board member, or community partner could understand? Write down the manual alternative, the AI-assisted version, the reviewer, and the evidence that would make you continue or stop. A basic policy guide for nonprofits recommends defining acceptable use, prohibited use, data protection, human oversight, vendor review, and staff training. See the sample policy guide

Weekend Read

Start with the 2026 Nonprofit AI Adoption Report. Read the methods and limitations, then ask whether your organization is measuring more than speed. If you are only counting faster drafts, you may be tracking activity rather than mission progress.

Curated by Warren Wiggins | Produced with Perplexity Computer