AI agent governance for education and EdTech
FERPA, emerging state AI-in-education mandates, student data protection: universities and EdTech companies are deploying tutoring agents, grading assistants, and enrollment processors faster than privacy frameworks can keep up. Roval gives your institution the registry, monitoring, and compliance infrastructure to govern them responsibly.
Education AI is scaling faster than privacy protections
Tutoring agents, grading assistants, and enrollment processors now handle student records at scale, yet most institutions have no centralized inventory of which agents access what data, which models they call, or whether they meet FERPA requirements.
FERPA requires audit trails for every access to student education records. Most AI agents interacting with student data produce no audit trail at all.
State mandates on AI transparency in education are emerging rapidly (from Illinois to California), and each has different disclosure and oversight requirements.
Tutoring agents routinely send student context, performance data, and personal information to external LLM providers without institutional oversight or data processing agreements.
Regulatory frameworks for education
Pre-mapped requirements. Activate a framework and Roval tracks evidence per requirement.
Student education record privacy protections: consent, disclosure, and audit requirements for AI systems accessing student data.
Children's online privacy protections: parental consent, data minimization, and deletion requirements for K-12 AI tools.
Trust service criteria mapped to agent governance, required by districts and universities procuring EdTech platforms.
Data processing, consent management, and right to explanation for AI systems handling EU student data.
AI management system standard: risk assessment, lifecycle governance, and accountability for institutional AI deployments.
Voluntary risk management framework for AI: govern, map, measure, and manage risks across educational AI systems.
Pre-built policies for education
Start from a template, customize the rules, and activate. Every policy enforces controls on your agents.
Detects student IDs, grades, and education records in prompts. Blocks sensitive data from reaching external model APIs without proper consent.
Tracks how tutoring agents interact with assignments and exams. Flags potential academic dishonesty patterns and logs all assessment-related interactions.
Monitors AI grading agents for bias across demographics. Requires human review when score distributions show statistical anomalies.
Ensures AI agents serving minors verify parental consent status before processing data. Blocks interactions when consent is missing or expired.
Controls for AI agents handling IRB-approved research data. Enforces data isolation, anonymization, and proper retention policies.
Controls for agents calling external LLM APIs: data residency checks, vendor approval lists, and Student Data Privacy Consortium compliance.
Built for institutions managing AI at scale
Institution-wide agent inventory
Every AI agent (from tutoring assistants to enrollment processors) registered with owner, model, risk tier, and data access scope. Search by natural language across your entire institution.
Real-time cost attribution
See which agents call which models, how many tokens they consume, and what they cost. Set budget alerts per department, per agent, per model.
Continuous compliance monitoring
FERPA evidence expires. Vendor agreements change. Staff leave. Roval detects it all within 15 minutes and alerts before your next audit.
The full Roval platform
Agent Registry
Register every agent with framework, model, owner, risk tier, and dependency graph. Search by natural language.
Compliance
Certify agents against any framework with per-requirement evidence tracking. Auto-expiry by risk tier. Drift detection every 15 minutes.
Observer & LLM Monitor
Capture every tool call and LLM request. Flag PII and policy violations in under 30 seconds.
Dashboard
KPI cards, compliance posture, drift alerts, and a live event feed, on one screen, no clicking around.
Explore Roval for education
Join the private beta. Full registry and compliance setup in under 10 minutes.