AI is already inside the systems your organization depends on: the funding platform, the hiring tool, the donor database, the software drafting the first version of your communications. Which means somebody in your building has already answered the question, probably by default, probably without telling you.
An organization that adopts AI before it knows what it values automates its drift. The tools inherit your gaps and then run them at scale. So this work stays in the same order — what you believe, then where the practice parted from it, then the plan — and the Alignment Arc puts in writing where AI belongs in your organization and where it doesn't.
I hold certified AI Operator competency and a working sense of where these tools help and where they quietly cost you something. I can walk you through the decisions your sector is currently making without deciding them.
Who made this? Who benefits? What am I putting in, and where does it go? Am I building something or consuming something? I run every tool through those four, and they are the four I hand you — so the next decision doesn't need me in the room.
If your first instinct about AI is unease rather than enthusiasm, that instinct is worth more than confidence. It usually means you already sense what's at stake for the people you serve.
When AI is the question your board or staff is asking right now, I bring it directly as a workshop or a keynote — the ethics and the practical decisions in the same hour.
I write Present Tense, a newsletter on AI, justice, and what ethical engagement actually requires. It publishes occasionally rather than on a schedule.