Field Notes
Human-first AI, from the practice.
Strategy notes, install patterns, and governance writing from MakeChange.AI engagements with mission-driven leaders.
Strategy·7 min read
Human-First AI: A Practical Framework for Mission-Driven Leaders
Why high-trust organizations need a drafts/verify/decide protocol, not another vendor demo — and how to install one in 90 days.
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AI Staff Roles·6 min read
AI Staff Roles vs AI Tools: Why Role-Based Beats Seat-Based
Buying ChatGPT seats spreads capability thin. Installing roles concentrates it. Here is the difference, with examples.
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