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Exploring AI in higher education, instructor productivity, and the future of course operations.

IndustryMarch 1, 20266 min read

Why Course Operations Is the Next Category in Higher Ed Tech

LMS platforms handle storage and delivery. But the operational work of running a course — discussions, compliance, communications — remains entirely manual. Here's why that's about to change.

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ResearchFebruary 20, 20268 min read

The Instructor Time Audit: Where 14 Hours a Week Actually Go

We surveyed 200+ instructors across online and hybrid programs to understand how they spend their time. The results reveal a massive opportunity for automation.

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ProductFebruary 10, 20265 min read

AI Teaching Assistants, Done Right: Draft-Review-Approve

The key to AI in higher education isn't full automation — it's the right level of human oversight. The Draft → Review → Approve pattern puts instructors in control.

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