Deploy purpose-built AI agents that extend your library staff's reach, support student research success, and preserve your institution's unique collections — all on infrastructure you own and control.
HBCU libraries serve students who often arrive with research skill gaps and limited prior exposure to academic library resources, yet these same libraries operate with significantly fewer staff and smaller budgets than peer institutions.
Deferred technology investments have left many HBCU libraries unable to offer the 24/7 reference support, personalized research instruction, and modern discovery tools that students increasingly expect and need to succeed.
The result is a compounding equity gap: students who need the most research guidance receive the least, contributing to retention challenges and limiting the academic outcomes that HBCUs work tirelessly to improve.
HBCU libraries average fewer than 3 professional librarians per institution, making it impossible to provide individualized research support at scale during peak demand periods like midterms and finals.
HBCUs average 40% fewer library staff per student than predominantly white institutionsFirst-generation students — who make up a disproportionate share of HBCU enrollment — often lack foundational research skills, leading to academic frustration, lower grades, and increased dropout risk.
First-gen students are 11% less likely to persist when they lack academic support resourcesMany HBCUs hold irreplaceable collections of Black history, culture, and scholarship, but lack the technology and staff capacity to digitize, catalog, and make these materials discoverable to researchers worldwide.
Over 60% of HBCU special collections remain undigitized or inaccessible onlineStudents studying late or on weekends have no access to reference assistance, forcing them to abandon research tasks or submit lower-quality work — a gap that disproportionately affects working students common at HBCUs.
Over 70% of student research activity occurs outside standard library hoursHBCU libraries struggle to maintain meaningful connections with alumni donors and community researchers who could support collections and funding, lacking tools to surface relevant resources and sustain engagement.
HBCU alumni giving rates average 7% vs. 18% at comparable non-HBCU institutionsDeploy a purpose-built reference agent trained on your library's databases, subject guides, and institutional resources. Students get accurate, cited research guidance at any hour without waiting for staff availability.
AI-driven research literacy modules that adapt to each student's skill level, course requirements, and assignment type — helping first-generation students build confidence and competency at their own pace.
AI agents that assist with metadata generation, content tagging, and discoverability enhancement for special collections — accelerating digitization workflows without requiring additional cataloging staff.
Analyze circulation data, usage patterns, and curriculum alignment to generate evidence-based collection development recommendations, helping librarians maximize limited acquisition budgets.
Issue verifiable digital badges and credentials as students complete research literacy milestones, creating a documented record of information literacy skills valued by graduate programs and employers.
Engage alumni and community researchers with an AI-assisted discovery portal that surfaces relevant HBCU collections, suggests donation opportunities, and maintains ongoing connection to institutional scholarship.
Audit existing library systems, databases, and digital assets. Connect ibl.ai to your current ILS, discovery layer, and institutional systems including Banner or PeopleSoft for student data integration.
Launch the 24/7 AI reference agent trained on your specific databases, subject guides, and institutional resources. Deploy adaptive research instruction modules aligned to high-enrollment courses.
Activate AI-assisted metadata generation for special collections and digital repository workflows. Deploy collection management analytics to inform acquisition and weeding decisions.
Launch research skills credentialing program and alumni research portal. Review performance data, refine agent responses, and expand capabilities based on librarian and student feedback.
Students can only access reference help during limited staffed hours, leaving nights, weekends, and holidays uncovered
AI reference agent provides accurate, source-cited research guidance 24 hours a day, 7 days a week
One-size-fits-all library instruction sessions delivered once per semester with no follow-up personalization
Adaptive AI modules deliver personalized research instruction tied to each student's course, assignment, and skill level
Irreplaceable HBCU historical materials sit in physical storage, undiscoverable to outside researchers and alumni
AI-assisted cataloging accelerates digitization and makes collections searchable and shareable globally
Acquisition decisions based on librarian intuition and vendor recommendations with limited usage data
Evidence-based recommendations generated from circulation analytics, curriculum alignment, and gap analysis
No formal recognition of research literacy skills developed through library instruction
Students earn verifiable digital badges for research milestones, strengthening academic portfolios and graduate applications
Delivers personalized AI research tutoring and reference support for HBCU students 24/7, adapting to individual skill levels and course requirements to close research literacy gaps and support retention.
Powers AI-assisted metadata generation, content tagging, and cataloging workflows for HBCU special collections and digital repositories, accelerating discoverability without requiring additional staff.
Enables HBCU libraries to issue verifiable digital badges and credentials for research literacy milestones, formally recognizing student skill development and strengthening academic and professional portfolios.
See how ibl.ai deploys AI agents you own and control—on your infrastructure, integrated with your systems.