Deploy purpose-built AI agents that standardize FAFSA processing, verification, and award packaging across your entire state university system — without replacing your existing infrastructure.
On ibl.ai you own all the code and the data, run it model-agnostic across any LLM, and pay with no per-seat pricing — so you can deploy anywhere, from your own cloud to a fully air-gapped network.
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State university systems face a compounding challenge: each campus runs its own financial aid workflows, creating inconsistent student experiences and compliance blind spots.
Data silos between Banner, PeopleSoft, and campus-specific tools mean aid officers spend hours reconciling records instead of counseling students. Verification backlogs and SAP appeals pile up unevenly across campuses.
The result is inequitable access to aid, slower disbursements, and staff burnout — all while federal compliance requirements grow stricter each year.
Financial aid data locked in campus-specific instances of Banner or PeopleSoft prevents system-wide reporting, auditing, and consistent student support.
73% of multi-campus systems report inconsistent data formats across aid officesManual document collection and verification create weeks-long delays, pushing disbursements past enrollment deadlines and increasing student dropout risk.
Average verification cycle takes 18–24 days without automationStudents transferring between system campuses encounter different processes, portals, and counseling quality — eroding trust in the institution.
Students at under-resourced campuses are 2x less likely to complete aid applicationsTracking Satisfactory Academic Progress for tens of thousands of students across campuses is labor-intensive and prone to missed flags and late interventions.
Up to 30% of SAP violations go unaddressed until after the aid disbursement windowFederal entrance and exit counseling requirements strain small aid office teams, especially at regional campuses with limited staff-to-student ratios.
1 aid counselor per 800+ students is common at regional state campusesAn AI agent ingests, validates, and routes FAFSA data across all campuses — flagging discrepancies, triggering verification workflows, and updating SIS records automatically.
Standardize document collection and verification across every campus with a single agent layer that integrates with Banner, PeopleSoft, and existing document portals.
AI agents apply system-wide packaging rules while respecting campus-level policies — ensuring equitable, compliant award letters generated at scale.
Continuously monitor academic progress data across campuses, auto-generate SAP alerts, and route at-risk students to advisors or AI-guided appeal workflows.
A ibl.ai-powered agent delivers personalized federal loan entrance and exit counseling 24/7 — reducing staff burden while improving student comprehension and completion rates.
Aggregate audit trails, verification statuses, and SAP flags across all campuses into a single compliance view — built on infrastructure your system owns and controls.
Audit existing SIS instances, document management tools, and aid workflows across all campuses. Map data schemas and identify integration points for Banner, PeopleSoft, and campus portals.
Configure FAFSA processing, verification, and SAP monitoring agents against system-wide rules. Deploy on pilot campus infrastructure with FERPA-compliant data handling.
Expand agents to all campuses. Launch AI loan counseling agent via ibl.ai. Activate unified compliance dashboard with role-based access for campus and system-level staff.
Analyze agent performance metrics, refine award packaging logic, and tune SAP alert thresholds based on real disbursement cycle data. Establish ongoing governance protocols.
Manual data entry and routing across disconnected campus systems with no shared visibility
Automated ingestion, validation, and routing via a single agent layer integrated with all campus SIS instances
Inconsistent processes, portals, and counseling quality depending on which campus a student attends
Standardized AI-guided experience system-wide, with 24/7 access to loan counseling and status updates
Periodic manual reviews that miss at-risk students until after disbursement windows close
Continuous automated monitoring with proactive alerts and AI-assisted appeal routing
Campus-by-campus audit prep with inconsistent documentation and no unified audit trail
System-wide compliance dashboard with real-time audit trails owned and hosted by the institution
Aid counselors overwhelmed by administrative tasks, leaving little time for high-need student outreach
AI agents handle routine processing; staff focus on complex cases and proactive student engagement
The core platform for building, deploying, and managing all financial aid agents — FAFSA processing, verification, SAP monitoring — integrated with Banner, PeopleSoft, and campus document systems.
Supports SAP-linked skills assessment and academic progress credentialing, enabling proactive intervention workflows tied to student achievement milestones across the system.
ibl.ai is the agentic AI platform where you own all the code and the data. You self-host the entire stack inside your own perimeter, run it model-agnostic across any LLM and switch anytime, and pay by usage with no per-seat pricing — so you can deploy anywhere: your cloud, on-premise, GovCloud, or fully air-gapped.
Full source code under a perpetual license, running on your infrastructure. Not API access to someone else's platform — the stack itself is yours.
Run any LLM — Claude, GPT, Gemini, Llama, Command, or your own fine-tune — and switch providers without rewriting the platform.
Usage-based billing against a budget cap you set. Cost tracks what your organization actually uses, not how many people you employ.
Your cloud, your VPC, on-premise, GovCloud, or a fully air-gapped network with no outbound connectivity.
1.6M+ users across 400+ organizations run the platform this way, including NVIDIA, MIT, and Syracuse University.
ibl.ai is family-owned and operated from New York, NY — a U.S.-headquartered, domestically-owned long-term partner, not a vendor that sells licenses and moves on.
See how ibl.ai deploys AI agents you own and control—on your infrastructure, integrated with your systems.