October 10, 2026
Where AI agents fit in registrar and financial aid work, and where they do not
Three kinds of office work where AI agents help, three where they should stay out, and the controls that make the difference.
Insights
Short, practical write-ups on what I have learned integrating and automating student systems. No newsletter, no sign-up.
October 10, 2026
Three kinds of office work where AI agents help, three where they should stay out, and the controls that make the difference.
October 10, 2026
A plain guide to the product’s three names, who owns it since the end of 2025, and what a school running it can sensibly do now.
October 10, 2026
Seven plain questions to put to anyone who is about to migrate your student data, and what a good answer sounds like.
October 9, 2026
In my experience, most student system projects that fail do so because staff stop using them. A view from someone who has worked both the front counter and the code.
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