Perspectives

Field notes from the Managed Intelligence Provider.

How we read the market for mission-driven organizations. What’s changing in governed AI, and what it means for foundations, nonprofits, and rural hospitals.

Field note
7 min read

Shadow AI is already in your organization. The question is what to do about it.

Most boards we talk to assume shadow AI is a future risk. It isn’t. It’s a present condition. Three failure modes, the seven-day diagnostic question, and what the governed response actually looks like.

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Field note
6 min read

Before you enable Copilot: seven questions every mission-driven board should answer first.

A Copilot rollout fails or succeeds in the seven decisions made before the license switch flips. A board-level checklist—data exposure, sensitivity labels, conditional access, responsible-AI policy, training, output review, and the kill switch.

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Field note
8 min read

What a Discovery Sprint actually delivers, day by day.

Two weeks. Six phases from intake through readout. What we do, what you do, and what you walk away with on day 14. The structural promise restated: the deliverable lands on day 14 or you pay nothing.

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Comparison
7 min read

Microsoft 365 Copilot vs ChatGPT for nonprofits: an honest comparison.

The marketing for both tools makes the choice sound obvious in opposite directions. The honest answer is more nuanced. Three factors that decide it, the cost reality, and where each genuinely shines.

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Resource
5 min read

A foundation board AI charter you can adopt today.

Most foundation boards approved an AI policy from a template they never modified. The problem is that template policies do not survive contact with deployment. Here is a charter built from real deployments—yours to adopt verbatim, modify, or use as a starting point.

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Perspective
5 min read

Anthropic and OpenAI launched AI services firms. Mission-driven organizations need a different kind of partner.

In the past three weeks, the two largest AI labs in the world have launched standalone enterprise services firms. The pattern matters. So does the gap they’re leaving open for mission-driven organizations.

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