IREX - Collaborative Security and Searchveillance

— Calvin Yadav, Serial Entrepreneur and Co-Founder & CEO of IREX for Forbes.

A single county jail can become a starting point for a statewide corrections network.👆

IREX deploys on existing correctional facility camera infrastructure, requiring no new cameras, server replacement or service downtime. Any new facilities joining the network will operate on the same platform, through the same interface and centralized audit system.

At one facility, drone-mounted cameras work alongside fixed cameras to monitor perimeter blind spots within the same operational environment that allows for shared alerts, VLM detection, and Sover notifications.

One centralized dashboard enables local management to monitor coverage, alert activity, response times and compliance metrics across all facilities in real time.

👌 A single, centralized platform
👌 Scalable across all correctional facilities
👌 Providing system-wide accountability

Motorcycles and scooters should be treated as a core component rather than an edge case in public safety analytics 🏍

In many cities of Latin America and Asia, two-wheelers are a core part of daily mobility, deliveries and street-level public safety. However, they also pose distinct video analytics challenges, such as tracking fast lane changes, navigating tight spaces, identifying multiple riders, managing issues like helmet visibility, plate readability, and wrong-way driving.

IREX two-wheeler analytics delivers the capability for agencies to detect and analyze key information, including:
✔️ motorcycles and scooters
✔️ rider count
✔️ helmet compliance
✔️ license plates
✔️ lane maneuvers and behavior
✔️ wrong-way driving
✔️ illegal riding and traffic violations

This technology is not intended to replace human judgment, but rather to equip operators with enhanced clarity, faster alerts and evidence-ready data from already existing city cameras. In cities with high motorcycle traffic, this is not an add-on, but an essential tool that provides a dedicated analytics layer for traffic safety, investigations and real-time situational awareness.

If your city, agency, or integration teams are considering motorcycle and scooter analytics, we look forward to discussing this with you.