School Safety Intelligence – The Missing Layer in Threat Prevention

Jennifer Duer,  Lightspeed Systems | Education Tech Insights | K-12 District Security and Safety of the Year Jennifer Duer, Director of Product, Safety & Wellness, Lightspeed Systems
When we discuss school safety, the conversation often centers on physical security: door locks, metal detectors, surveillance cameras, reinforced glass. These measures matter—but they all come into play after a threat has already materialized. By this point, it’s already a school community’s worst day.

If a student walks onto campus with the intent to harm themselves or others, the system has already failed. And more often than not, the warning signs were there. We just didn’t see them.

It's time to evolve our thinking. School safety isn't just about hardening buildings—it's about understanding behavior. We need a new layer in our safety strategy: School Safety Intelligence.

Students Show Us the Signs—We Just Have to See Them

In nearly three-quarters of school violence cases, attackers showed observable warning signs before the incident. According to the U.S. Secret Service, 74% of school attackers shared concerning behavior online, including posts, searches, and digital messages—none of which were identified until after the fact.

In addition, students are often the first to hear or see signs of trouble. But if there’s no safe, trusted way to speak up, they don’t. A study on anonymous reporting systems found that nearly 70% of students would not report a potential threat unless they could do so anonymously.

These aren’t failures of vigilance. They’re failures of visibility. We need to give students safe tools to report and give schools smart systems to detect signals of risk before they become a crisis.

What Is School Safety Intelligence?

School Safety Intelligence (SSI) is a layered, proactive approach to student protection. It focuses on identifying early indicators of distress—digital and interpersonal—and connecting the dots across multiple inputs to assess threat and intervene earlier.

SSI combines:

• Online activity monitoring, powered by AI and human review, to identify typed statements, search terms, or document content that indicate potential self-harm, harm to others, or emotional distress.
• Anonymous reporting tools, so students can speak up safely about what they’ve seen or heard.
• Behavioral threat pattern analysis, so schools can understand trends, not just one-off alerts, and act strategically instead of reactively.

From Data to Intervention—Real Impact, Real Stories

This work isn’t abstract—it saves lives. Just recently, a Director of Campus Safety at one of our customer districts called to share that, if it weren’t for Lightspeed StopIt and our Human Review agents, a student in crisis wouldn’t be here today. A peer submitted a tip. Our agents escalated it. Law enforcement intervened. The student is alive because of a system built to give students a voice. It’s a powerful reminder of our mission and why it matters. Every part of the Lightspeed teams played a role: developers who created a fast, reliable platform, sales and account teams who brought the solution into schools, and Human Review and Alert specialists who acted quickly when it counted.

And this isn’t an isolated story. With Lightspeed Alert, a student recently typed into a shared Google Doc: “so now it’s really hard to stop because cutting myself daily has become a cycle.” That triggered an alert. A trained Safety Specialist reviewed it in real time and escalated it. The school nurse and counselor stepped in and helped the student before more harm was done.

In another case, a student searched “ways to disappear forever.” It wasn’t flagged as a discipline issue—it was recognized for what it was: a cry for help. And because the right tools were in place, someone heard it.

This is what proactive student safety looks like: real students, real action, real impact. And it's happening because school leaders no longer want to accept missing the signs, students want to speak up, and the technology is here to help.

Physical Security Is the Last Line of Defense. Intelligence Should Be the First.

Hardening schools can’t be the whole answer. Locking doors and installing bulletproof windows might minimize the tragedy of an incident in progress, but they don’t prevent the trauma from ever starting.

School Safety Intelligence isn’t about catching kids—it’s about understanding them. It’s about giving student services, administrators, and SROs the tools to see what’s really happening in students’ lives, in time to make a difference.

It’s not a replacement for physical security. It’s the missing layer that makes safety systems smarter and faster by bridging the gap between students' digital lives and real-world behavior.

A Call to Act—Before It's Too Late

Every school crisis leaves people asking the same question: Could we have stopped this? And too often, the honest answer is yes.

With School Safety Intelligence, we’re no longer relying on hindsight. We’re building foresight—layered, evidence-based, student-centered protection that starts before the sirens.

Because the signs are there. It's time we started seeing them.

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