The AI layer
under healthcare
education.
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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Across the deployed app fleet
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In one permission-gated session
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Scored by the career agent
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Active campuses across 28 states
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
Deployed, not piloted.
The control plane runs across 275 active campuses in 28 states, spanning dental assisting, medical assisting, and three further program lines. Every surface on this page is in production against that footprint — the distribution already exists, and the AI sits underneath it.
Partner with usCampus network
275 campuses · 28 statesActive campuses only. Nearby campuses share a node, and node size follows how many. Lower 48 shown — there are no Alaska or Hawaii campuses.
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. Software that only stores records does nothing about it — the work is watching, correcting, and deciding what each student needs next.
Perception
A model that sees the bench
Classroom devices stream to a realtime multimodal model, so technique is observed as it happens rather than reconstructed afterwards from a checklist.
State
Mastery, not seat time
A knowledge graph holds concepts, prerequisites, and where each student actually is, so the next task is chosen from evidence instead of a fixed syllabus position.
Reach
One gateway, every system
Agents reach the LMS, the SIS, externship partners, and compliance records through a single permission-gated MCP endpoint, so a capability built once works everywhere.
See the architecture in action.
Schedule a walkthrough of the control plane and how it runs across the campus network.