The AI layer
under 330+
healthcare campuses.
We unify classrooms, curriculum, and career placement into an always-on intelligence system that adapts, predicts, and delivers real outcomes at scale.
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Campus records across 5 program lines
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All-time across the network
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34.5% of enrolled students
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Across the deployed app fleet
System architecture
One control plane, six surfaces.
Every campus, classroom, and student record runs through the same core. Each surface below is a deployed system, not a roadmap item.
Curriculum pipeline
Three-pass generation from uploaded materials into structured courseware.
02Knowledge graph
Concepts, prerequisites, and per-student mastery state with gap analysis.
03MCP gateway
One authenticated endpoint, permission-gated and fully audited.
04Live classroom devices
Camera fleet streaming to a realtime voice model that sees the bench.
05Career network
Externship and job matching with scored resumes and mock interviews.
06Compliance layer
Multi-state accreditation, audits, and document control with AI triage.
Campus network
Already at scale.
This is the part competitors have to build. 336 campus records span dental assisting, medical assisting, and three further program lines — 43,062 students enrolled and 14,850 hired to date. The distribution already exists, and the AI sits underneath it.
Partner with usCampus network
336 campus recordsSchematic. Node positions are illustrative, not geographic.
The constraint
Clinical training does not scale by hiring.
Every bottleneck in allied-health education is a supervision bottleneck. One instructor, one bench, one pair of eyes.
1:8
Instructor bottleneck
One instructor can effectively supervise only a handful of students during hands-on clinical training.
34.5%
Placement gap
Only about a third of enrolled students are recorded as hired — the largest single point of value leakage in the funnel.
11.9%
Lead-to-enrollment
43,062 enrollments from 361,967 contacts. Every point of conversion is an admissions-team hour that AI can give back.
See the architecture in action.
Schedule a walkthrough of the control plane and how it runs across the campus network.