AO
Academy OS
UF Innovate Demo · May 2026
UF Innovate Incubator · Pitch Demo
Not another AI tutor. The orchestration layer above them.
Best-in-class AI learning tools already exist — Math Academy, Khanmigo, Membean, NoRedInk, eGUMPP.
Each is brilliant in its own subject. None of them coordinate. Academy OS is the layer that
routes each student through the right tool at the right time, and gives one human Teacher the visibility
to intervene when the data says to. We're piloting at our own Boca Lago property — and building
toward a model that scales to school districts and, ultimately, a fully online curriculum.
Start here
Honest framing: What's proprietary = routing logic, integration layer, Teacher Monitor/intervention UX, the Subject Monitor (roadmap), and our Boca Lago pilot site. What's not = Math Academy, Khanmigo, Membean, NoRedInk, eGUMPP, MobyMax, GoGuardian, the underlying LLMs. We don't pretend otherwise.