How the content-powered agentic campus transforms higher education

Imagine a higher education institution where every decision is informed, every process is automated and every student interaction is personalized. For most colleges and universities, that vision feels out of reach.

The content-powered agentic campus changes that way of thinking — and working. By turning documents into context, context into action and governing every step along the way, you’ll unify content, unlock intelligence and deliver measurable outcomes.

Institutions hold large amounts of valuable information — transcripts, applications, financial aid forms, student records, advising notes, accreditation documents and more. Yet that information is often trapped in disconnected systems across multiple departments. 

Forrester research shows that 73% of enterprise data is unstructured or semi-structured, and 66% of decision-makers view the information as a largely untapped source of insights. That content is scattered across an average of 21 systems, and staff spend about 25% of their work week searching for information. 

This fragmentation creates a cascade of problems for higher education institutions. 

Manual processes that can’t keep pace 

• Admissions teams spend 20-plus minutes per transcript on manual data entry alone. 

• With 13.2% of continuing undergraduates transferring between institutions, the volume and complexity of transcript evaluation keeps growing. 

• Staff must separate files, interpret varied formats, key course and grade data, validate results and move information into downstream systems. Every manual handoff adds time and rework. 

Overstretched staff and resources 

The National Association of Student Financial Aid Administrators’ Administrative Burden Survey Report found that: 

• 91% of respondents said the time and resources devoted to processing each aid application has increased in the last five years. 

• 52% reported moderate or severe resource shortages that affected the level of service during peak periods. 

• 83% identified automation as a resource needed to maintain quality financial aid services. Also ranking high were technological training (82%) and tech upgrades (75%). 

Slow decisions and frustrated students 

Students, especially transfers, need fast, accurate answers to their questions. They want to know if they qualify for admission, when they’ll get a decision on financial aid and how their credits will apply. 

When the documents behind those answers sit in a backlog, decisions stall. How quickly you respond could decide whether an enrollment is won or lost. 

Compliance and governance risk 

Colleges and universities manage sensitive student data under strict regulatory and accreditation requirements. Missing audit trails, inconsistent records and ungoverned AI use all create risk, and more than 60% of leaders say their technology and governance frameworks aren’t AI-ready. 

Institutions need to turn content into trusted, actionable intelligence — at scale and with governance controls. 

> Learn more: 5 ways agentic AI is transforming higher education 

The content-powered agentic campus reimagines how higher education institutions operate. With an intelligent content platform that structures and enriches data, and AI agents that use the content to drive decisions and workflows, you can speed processes and enhance decisions without giving up control. 

Foundation: Trusted institutional records 

Everything starts with secure, compliant and auditable content. Hyland governs records in place across repositories, shared drives and databases — avoiding costly migrations — with retention, legal holds and robust auditing to support accreditation and regulatory reviews. 

Connected layer: Your systems of record 

Next, we connect content to the systems you already rely on — student information (SIS), learning management (LMS), customer relationship management (CRM), human resources (HR), finance and more. 

Intelligence layer: Coordinated agentic actions

Content intelligence turns documents into context, and AI agents use that context to automatically classify and route the information to the right person or queue. 

• Hyland Knowledge Enrichment™ ingests, curates and enriches metadata while protecting personally identifiable information. 

• Hyland Knowledge Discovery™ lets staff ask questions in natural language and receive grounded, explainable answers. A financial aid director could ask, “Show FAFSA verification documents missing signatures for Pell-eligible students admitted for Fall 2026” and get a consolidated view instantly. 

Action layer: Campus workflows

Finally, AI agents configured with Hyland Agent Builder™ and orchestrated with Hyland Automate™ put that intelligence to work across admissions, advising, transfer and case management. 

• A transcript agent can separate and classify incoming documents; extract courses, grades, GPA and credits; and route validated data into your SIS. 

• An admissions agent can check application files for completeness and flag missing items before they delay a decision. 

• A financial aid agent can extract and validate data from forms, run eligibility checks and support faster, more accurate packaging decisions. 

Human oversight and control

Across every layer, your people stay in charge. Confidence-based validation and human-in-the-loop review route exceptions to staff, and every AI-driven decision is explainable and auditable. 

A content-powered agentic campus doesn’t replace your people; it amplifies them.

• Unify content: We’ll help you connect content across your campus without disrupting the systems you use every day. We have integrations with Ellucian, Workday, Jenzabar, PeopleSoft, Anthology, Salesforce, Slate, Docusign, Adobe Acrobat Sign, Jadu and more. 

• Unlock intelligence: Build a governed AI foundation with your institution’s knowledge. Hyland Content Innovation Cloud™ brings content, process and application intelligence together on one cloud-native platform, so you can enrich content, surface insights and deploy AI agents with governance controls built in. 

• Deliver measurable outcomes: By enabling agentic AI across the institution, you’ll drive better decisions and improve efficiency. 

The benefits of a content-powered agentic campus

• For the institution: Faster admissions and transfer workflows; more consistent, trusted transcript data; and a scalable foundation for adjacent document automation 

• For students: Faster answers about admission, credit applicability and financial aid; clearer guidance on progress toward a degree; and less uncertainty at decision time 

• For staff: Less manual separation, keying and validation; exception-based work instead of reviewing every field; and more capacity for outreach, advising and complex decisions 

Bringing clarity and momentum to campus operations: The University of California, Berkeley, had a reliance on paper that produced “boxes and boxes of pages. The top public institution transformed its way of working by deploying Hyland Perceptive Content™, a configurable content platform, with Hyland Enterprise Search™, a data discovery and enterprise search offering, to achieve significant efficiency gains, reduce onboarding processes by up to a month and create a foundation for ongoing innovation. 

> Read UC Berkeley’s success story 

Building a campuswide process improvement strategy: Indiana State University started its modernization journey in financial aid. The university, already a Perceptive Content user, now relies on Automate to deliver immediate value via dynamic forms, digital signatures and stronger integration capabilities. Work that previously required manual importing and indexing now occurs automatically in many cases, improving consistency and reducing administrative effort. 

> Read Indiana State’s success story

The institutions that thrive in the years ahead will be those that transform content from an administrative burden into a strategic advantage. 

With the help of AI agents, they’ll deliver faster processing, better decisions and excellent experiences — with the capacity to serve more students without adding headcount. 

Are you ready to transform your higher education institution? Contact us today or request a demo to see the content-powered agentic campus in action.