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.
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STEP 01
The Problem
Tools exist, orchestration doesn't — and families are leaving.
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STEP 02
The Model
How it works, and the path from one campus to school districts.
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STEP 03
Learner View
A 5th grader's day routed across 5 different platforms.
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STEP 04
Teacher Monitor
20 students, 6 platforms, one screen, real-time interventions.
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STEP 05
Parent Digest
Weekly email to families — wins, watch items, Teacher note.
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DEEP DIVE
Business Model
Per-student economics and the layered go-to-market.
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DEEP DIVE
Technical Architecture
Integration layer, routing logic, data model, Subject Monitor roadmap.
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STEP 06
Team
Operators + educator + international school veterans — domain-native founding team.
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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.