Exploring an AI-Powered School Safety Monitoring Platform

Exploring an AI-Powered School Safety Monitoring PlatformExploring an AI-Powered School Safety Monitoring Platform

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Abhi Soni

• Oct 16

SENTINEL — Rethinking School Safety with AI.

What if a school's existing CCTV infrastructure could do more than just record footage?

I'm exploring a concept for an AI-powered school safety platform designed to help schools identify potential safety incidents, surface relevant camera feeds, and deliver real-time alerts through one intelligent dashboard.

The vision includes multi-camera monitoring, potential fight and fall detection, incident timelines, voice alerts, and a privacy-conscious workflow with human review.

This is a concept exploration focused on bringing computer vision, automation, and thoughtful product design together.

The big question: What would you prioritise first in a system like this — real-time incident detection, multi-camera intelligence, or a smarter security dashboard?

Automation Engineering AI Automation Software Development trending

Ergini K

pro

• Oct 17

detection. the dashboard won't matter if staff stop trusting the alerts

Abhi Soni

• Oct 17

Absolutely. Alert reliability is just as important as detection itself. The system would need context-rich alerts, severity prioritisation, human review, and continuous feedback to reduce false positives and maintain staff trust.

Moch Virgiawan Caesar Ridollohi

• Oct 17

reusing the CCTV schools already have is a smart way to get safety AI deployed fast

Abhi Soni

• Oct 17

Exactly the idea. Building on existing CCTV infrastructure could make deployment more practical and cost-effective, provided the cameras and video streams are compatible. The goal is to add an intelligent safety layer without replacing the entire system.

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• Oct 15

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