AI Governance for Education
One platform for enrollment, attendance, and student-help AI — built to keep student records inside approved trust boundaries, with a full audit trail. Designed around FERPA and COPPA obligations, even at district-wide scale.
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Sound Familiar?
Schools and districts want AI in the classroom and the front office — but most have no consistent way to govern what it touches in the SIS or LMS.
FERPA, COPPA, and state privacy rules make uncontrolled LLM access to student records a non-starter — but most AI pilots skip that check entirely.
SIS, LMS, classroom tools, and the help desk all operate separately, slowing any district-wide rollout of a shared AI capability.
Under-resourced IT and admin teams can't support one-off AI deployments for every department that wants one.
Registration windows and attendance reporting create traffic bursts that an ungoverned AI integration isn't built to absorb.
When a parent, regulator, or board asks what a model did with a student's record, there's rarely a consistent log to point to.
Helpdesk and support bots get wired into SIS and LMS data with no cost caps, no recursion limits, and no whitelist for what they can touch.
How It Works
OptScale AI sits in front of every model your institution uses — so enrollment, attendance, and student-help workflows all ship through the same governed, audit-ready path.
01
Point OptScale AI at your SIS, LMS, model providers, and local LLMs. No per-application SDK integration or re-platforming.
02
Set guardrails, routing rules, and role-based permissions once — so student records stay inside approved trust boundaries by default.
03
Bring agents already built for enrollment, helpdesk, or attendance under cost limits, time limits, and a whitelist of authorized data sources.
04
Track latency, usage, and cost per workflow in real time. Stay reliable through enrollment and attendance spikes as adoption grows.
Where Teams Use It
OptScale AI doesn't replace the agents and tools your teams already run — it governs them, wherever they touch student systems.
Let enrollment agents answer applicant questions with guardrails that keep records inside an approved trust boundary.
Route attendance reporting workloads to approved models only, with full logging for district and state reporting.
Govern IT and student helpdesk bots with cost and recursion limits, so triage scales without runaway spend.
Track agent-driven device support for cost, behavior drift, and unauthorized data access — all from one dashboard.
Let course-support agents use AI on classroom data with guardrails that block sensitive fields from reaching external models.
Generate a compliance-ready record of every AI interaction tied to library systems, without building your own logging layer.
Explore the Platform
Start free with up to 5 seats, or talk to us about an on-premises deployment built to keep student records inside your trust boundary.
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