AI Is Changing Campus Security: Start With an Assessment

Higher education security and IT leaders are navigating a tough landscape that gets more complicated every semester. Campus police want new capabilities. Librarians and faculty raise philosophical objections to surveillance in spaces like libraries. Student groups organize against anything that resembles facial recognition, and privacy regulation is spreading from General Data Protection Regulation (GDPR) into state and local statutes that restrict how it can be used on campus.

Now artificial intelligence is adding another layer of complexity: Facial recognition, facial redaction and license plate readers are all becoming more capable and more contested, forcing every stakeholder to ask harder questions about what campus security technology should be allowed to do and who signs off on it.

Funding fragmentation compounds the challenge. Unlike K–12, where a single district typically controls purchasing across all schools, higher ed budgets are often split by building, department or grant. That means more stakeholders, more competing priorities and more opportunities for a project to stall.

Additionally, AI is changing what campus security technology can do, and that shift is raising new privacy and governance questions. Before investing in new surveillance cameras, access control or AI-enabled features, higher ed institutions should start with a comprehensive physical security assessment. It is the fastest way to identify what is already in place, where the gaps are and which technology decisions will hold up administratively, legally and operationally.

More institutions are leading with a consultative security assessment before making purchasing decisions, rather than starting with a product conversation. The questions driving that shift are consistent:

• What does the current technology stack actually look like?
• What capabilities already exist that are not being used?
• Where are the gaps in the incident response plan?
• Which AI-enabled features are already active on campus, whether anyone realizes it or not?

A campus security assessment can be virtual or on-site, and the most comprehensive versions go much deeper than a walkthrough of camera placement and door hardware. They include structured interviews with campus police, end users and student representatives, along with surveys designed to capture feedback from across the community, not just the security office. That broader input matters because the people who will raise objections to a new deployment, whether a librarian concerned about surveillance in a reading room or a student group questioning a facial recognition pilot, are far more likely to support a plan they helped shape.

A strong physical security assessment also straddles both cyber and physical security rather than treating them as separate disciplines. That means examining how doors are locked and who has access, what video coverage exists, how emergency response procedures actually play out during an incident and how physical security ties into broader cybersecurity governance. Cameras, access control panels and sensors are network endpoints now, carrying the same patching, credential and data-handling risks as any other connected device. An assessment that only looks at hardware placement without accounting for that exposure will miss real risk.

The outcomes look different from campus to campus, but a few patterns show up consistently. For an institution replacing an aging video system, the assessment surfaces exactly which AI-enabled capabilities are worth paying for, so the institution is not defaulting to buying every available feature simply because it exists.

For a campus police department, it may reveal that current infrastructure does not meet Criminal Justice Information Services requirements for accessing criminal records, prompting a targeted upgrade rather than a full overhaul. For a university with an on-campus hospital, it may confirm that HIPAA obligations extend further into the security stack than administrators assumed.

And for institutions preparing to formalize a purchase, the assessment produces a concrete deliverable, such as a mapped set of findings and a scope of work, that the institution can take directly into a request for proposals or bid process.

Across these scenarios, the common thread is that the assessment replaces guesswork with evidence. Institutions avoid the trap of upgrading everything out of caution, and instead invest where the assessment shows a real gap, stretching already fragmented higher ed budgets further.

Once gaps are identified, the path forward gets clearer: modernize aging systems, add specific AI capabilities or reconsider decisions made years ago for reasons no one can quite remember. That last point matters, since physical security is shifting from a facilities function to an IT function as it becomes tied to cybersecurity and network endpoints. The right partner can also help draft an RFP and carry the project through deployment.

Cutting through the administrative, technical and regulatory complexity of campus security starts with a clear-eyed assessment of where your institution stands today. A trusted IT partner can bring physical security, cybersecurity, governance and deployment expertise into one conversation and can help you assess your current state, identify gaps and build a plan that holds up scrutiny.