Field Notes
Experiments from inside the work.
I document what I build, what works, what fails, and what I learn while applying AI to fundraising, nonprofit operations, and entrepreneurial projects.
Published work
Real systems. Measured results.
Each field note starts with a real problem, explains the operating system behind the work, and names the limits of what the evidence can show.
I Gave AI a Goal. It Found the Audience, Wrote the Emails, and Ran the Campaign.
An experiment in moving AI from assistant to operator through an autonomous youth-sports outreach system.
Read the case study Nonprofit fundraising · Applied AIFrom a List of Foundations to a Living Partnership Pipeline
How an AI-assisted system supports foundation research, outreach, meetings, follow-up, and institutional memory at MBI.
Read the case studyThis is an intentionally focused publication. New field notes will be added when there is a real experiment, useful evidence, and something worth sharing.
Follow the work
Practical AI, documented as it happens.
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