Agentic Operating System
Own your AI: sovereign data and code. For maximum security, privacy, and control.
Overview
ibl.ai gives universities and colleges their own AI, under their control β sovereign infrastructure to build agents and apps your institution fully owns. Run any model, from Claude, GPT, and Gemini to open-source, and switch as better or cheaper options emerge.
Unlike closed SaaS tools where you pay per seat and canβt change anything, you own all the code, data, and models β self-hosted on your infrastructure or ours. No need to choose build vs. buy: you get both, with our engineers building alongside your team.
Agents
Student Success
- Tutoring agents β 24/7 course support, exam prep, and personalized learning across disciplines
- Advising agents β degree planning, course selection, graduation requirements, transfer credit evaluation
- Student services agents β career counseling, internship matching, mental health resources, campus navigation
Faculty & Staff Productivity
- Faculty agents β syllabus creation, lecture materials, assignment generation, grading assistance
- Research agents β literature review assistance, grant writing support, IRB guidance
- Administrative agents β policy Q&A, HR onboarding, IT help desk, compliance support
Enrollment & Revenue
- Prospective student agents β 24/7 inquiry response, program matching, application guidance, campus visit scheduling
- Financial aid agents β FAFSA support, scholarship matching, payment plan information
- Yield agents β personalized outreach to admitted students, objection handling, deposit nudges
- Retention agents β early alert follow-up, re-enrollment campaigns, stop-out recovery
- Continuing education agents β certificate program promotion, corporate partnership support, professional development upsell












Benefits
Any Model, No Lock-In: Run any LLM β Claude, GPT, Gemini, Llama, or open-source β and switch as better or cheaper options emerge. Route each task to the right model instead of being locked to one vendorβs roadmap.
Production-Ready Agents: Deploy tutoring, advising, enrollment, and faculty agents out of the box β then use the same platform to build and customize your own for any program or department.
Private & Self-Hosted: Run 100% on your infrastructure with private LLMs included. Student data, code, and models stay inside your walls β FERPA-aligned and under your control.
Up to 85% Lower Cost: Intelligent routing across providers and flat institution-wide licensing cut AI costs up to 85% versus per-seat tools β with no per-user lock-in as you scale.
Engineers Who Build With You: Our forward-deployed engineers work alongside your team to connect your data sources, integrate your systems, and build exactly the agents your institution needs.
Build vs. Buy, Solved: Ship a proven platform now and own the IP from day one. You get the full codebase, host anywhere, and keep running even if the partnership ends β no dependency on an outside roadmap.
Integrations
- LLM-Agnostic: Run any model from Anthropic, OpenAI, Google, or open-source β switch anytime, or route each task to the best fit.
- LMS via LTI: Canvas, Blackboard, Brightspace, Moodle, Sakai.
- SIS & Institutional Systems: Banner, Workday Student, PeopleSoft, Colleague, Jenzabar β so agents know your students.
- SSO & Identity: Shibboleth, CAS, SAML, Azure AD, Google β FERPA compliant under your control.
- CRM & Advancement: Slate, Salesforce, Ellucian CRM β for enrollment and alumni engagement agents.
Pricing
- Institution-Wide Licensing: Flat fee for unlimited users β up to 85% less than per-seat AI tools, with no surprise per-user costs as you scale.
- You Own Everything: Full code, data, and model ownership β self-host on your infrastructure or ours. If the partnership ends, your platform keeps running.
- References Available: NVIDIA, Google, Syracuse University, Kaplan, SUNY, and institutions already running the platform.
βibl.ai is at the forefront of generative AI for education, delivering cutting-edge solutions that empower institutions with full ownership of their code and data.β β Chris Gabriel, Google