Why this matters now
For a university managing thousands of students across multiple campuses and a significant online population, the volume of routine inquiries is relentless. When those inquiries pile up in call center queues, agents spend the majority of their time on questions that could be answered automatically, leaving less capacity for the complex, high-stakes interactions that actually require a human.
The consequences of getting this wrong are measurable. Friction in the admissions process slows conversion. Unanswered questions during evenings and weekends lose prospective students to institutions that responded faster. Enrolled students who cannot quickly find what they need disengage and disengagement is an early warning sign for attrition.
Agentic AI changes the equation not by replacing the people who serve students, but by ensuring that no question goes unanswered and no inquiry falls through the cracks regardless of the time of day, the volume of requests, or the complexity of the university's underlying systems. For a growing institution with ambitions to improve both retention and graduation rates, this is not a technology experiment. It is an operational necessity.
This Public university partnered with Druid AI to deploy a custom-built AI agent designed to streamline campus communications and student information access. Their main goals were to:
- Streamline the information gathering process for prospective students
- Reduce the volume of repetitive inquiries handled by human staff
- Provide 24/7 support to meet the expectations of digital-savvy students
- Improve lead capture and routing for faster hand-offs to appropriate departments
The Challenge
The university was growing fast, but its student support infrastructure had not kept pace. With thousands of students across multiple campuses and a significant online population, routine inquiries about admissions, financial aid, and enrollment were overwhelming a call center built for a different scale. Answers existed, but they were scattered across disconnected systems, being hard to find for students and time-consuming to deliver for staff.
Several gaps started to take their toll:
The Solution
Faced with a fragmented information landscape and a call center under pressure, the university deployed a Druid AI Student Information Agent integrated directly with Banner and SSO, giving students personalized, real-time access to their own data, around the clock, across both the public website and student portal.
The agent pulled live information from multiple authoritative sources, eliminating the accuracy gaps that came from disconnected systems, and transferred full conversation context to human agents when needed, removing the repetition that had frustrated students and staff alike.
- Knowledgebase Integration
The agent continuously indexes the university's public website and official sources, keeping its knowledge base accurate and current with no manual updates required. - Intent-Based Routing
Based on the intent behind each inquiry, the agent automatically routes students to the right department, cutting wait times and eliminating unnecessary transfers. - Content-rich escalation
For complex inquiries, the Druid AI Agent transfers context-rich conversations to a live agent, so students never have to repeat themselves.
In higher education, every friction point in the student journey is a potential dropout. When you remove that friction at scale, the return shows up in retention, in satisfaction, and ultimately in the reputation of the institution."
Learnings
Integration depth drives impact
Connecting the agent directly to Banner and SSO, rather than building a standalone FAQ chatbot, turned a self-service tool into a genuinely useful one.
24/7 coverage is a service standard
For a student body balancing studies with work and family, after-hours support is a baseline expectation. Meeting it without adding headcount changed the economics of student service.
Accuracy at scale requires a live knowledge base
Auto-indexing from authoritative sources eliminated the version-control problem across disconnected systems and gave students confidence that what the agent told them was correct.
Relieving the call center unlocks human value
When agents stopped fielding routine inquiries, they got back their most valuable resource: time for the conversations that actually required judgment and expertise.
