Wiring AI Agents Into Campus Systems
Most campuses are hybrid, not cloud-native. What that means for scoping AI integration work, why identity is the whole game, and why this work is suddenly fundable.
Field notes and write-ups from actual integration work — SIS, CRM, ERP, LMS, HR, and the AI tools institutions are now layering on top of all of it.
Most campuses are hybrid, not cloud-native. What that means for scoping AI integration work, why identity is the whole game, and why this work is suddenly fundable.
One automation saves an afternoon. Chained automations change what an office does all day. What that looks like on a campus, and what has to be true first.
Finding real scope in higher ed systems integration discovery, holding it against reasonable pressure, and why simplicity and ROI are two separate arguments.
Why vendor independence is a prerequisite for automation, and what that looked like on one campus running a Student Information System older than most of its staff.