Premium LLM access for students — with limits, guardrails, and visibility
AI Access Proxy is a secure proxy that connects students to premium AI models while enforcing usage limits, restricting risky behavior, and providing faculty/admin controls.
• Cookie-based auth (no tokens in JS)• Per-course usage caps• Policy-based restrictions• Audit-friendly logs
What you get
Premium model access
Route requests to approved LLM providers/models and return responses through one unified endpoint.
Usage limits & budgeting
Enforce quotas per student/course/time window and block or degrade gracefully when limits are reached.
Guardrails
Policy checks and restrictions (content, tools, rate limits) applied consistently for every request.
Operational visibility
Track token usage, latency, failures, and policy outcomes for reporting and troubleshooting.
Designed for
Students
Ask questions and get premium-quality answers within transparent limits and course policies.
Faculty
Set course limits, approve access, and view usage summaries to keep learning fair and sustainable.
Administrators
Apply global defaults and guardrails and manage system-wide constraints and reporting.