Insights

Analysis for leaders, not technicians.

Evidence-based writing on nonprofit AI strategy, governance, tools, and implementation. Written for executives and boards who have to make decisions, not just stay informed.

Leadership & Strategy

The Four Clocks: What Your Nonprofit Owes an Auditor for Work AI Helped Produce

Prompts and model outputs are records. Four retention clocks govern them, they disagree, and the shortest one runs by default.

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Leadership & Strategy

When the Answer Is Free: What AI Changes About Why Members Pay Dues

AI gives away a good-enough version of what associations have sold for a century. A framework for deciding what member value is still defensible, with a free diagnostic.

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Leadership & Strategy

Nonprofit AI Readiness: The Five Dimensions, and Why They Are Not Equal

Readiness is not about enthusiasm. Five dimensions decide whether AI becomes a capability or an abandoned experiment, and they do not carry equal weight.

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Leadership & Strategy

How to Write an AI Policy for Your Nonprofit (with Template)

The eight decisions every nonprofit AI policy must make, grounded in peer-reviewed research, with a free downloadable template.

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Leadership & Strategy

The Questions Every Nonprofit Board Should Ask About AI

Boards do not need to be technical to govern AI well. They need the right questions. Here they are.

News & Analysis

What 2026 Adoption Data Actually Says About Nonprofit AI

Adoption is nearly universal in the headlines and more complicated in the data. A closer read of the year’s most cited surveys, and what they actually mean for your organization.

Tools & Reviews

How to Evaluate an AI Vendor Before You Sign

The diligence questions that separate genuine capability from repackaged hype, before the contract is signed.

Tools & Reviews

AI for Nonprofit Fundraising: Where It Helps and Where It Doesn’t

An honest map of AI’s current usefulness across the fundraising cycle, grounded in evidence rather than vendor claims.

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