IREX Ethical AI

Ethical AI video analytics for public safety & smart cities. Real-time alerts, Searchveillance™, RTCC-ready — on your existing cameras.

[IREX Ethical AI @irex_official]

We're IREX – the #1 Ethical AI video intelligence platform for public safety.
- Real-time alerts: weapons, unattended items, fire/smoke, crowds, custom events.
- Searchveillance™: find people, vehicles & events across camera networks in under 1 second.
- 10+ AI analytics suites, RTCC-ready, on the cameras you already have.

Follow for public-safety AI & RTCC ops. Demo https://t.co/TZMnvGvMdr

[IREX Ethical AI @irex_official]

With IREX, the cameras, servers, and users all operate within a single, fully controlled network where nothing leaves without your permission.

Four practical ways of how this plays out 👉 swipe.

#DataSovereignty #EthicalAI #PublicSafety #GovTech #IREX

[IREX Ethical AI @irex_official]

A stadium environment combines the challenges of crowd management and security watchlists, and both functions must operate effectively using the same camera feeds.

IREX performs this exact function across every national stadium in the Premier League of Bosnia and Herzegovina, acting as the standard security solution.

On the day of the game, two conflicting priorities must both be successfully maintained:

1️⃣ Banned-fan watchlists. Real-time entrance checks screen visitors against the club or league’s exclusion list, alerting stewards and police before they reach the turnstile.

2️⃣ Crowd management. Monitoring crowd density in queues and concourses to give stewards enough time to hold a flow or open a second gate, plus precise counting of up to 3,000 people in a defined area for the post-match safety review.

Perimeter security, weapon and pyrotechnics detection, unattended items, and fire and smoke monitoring all run within the same venue.

Safer games aren't about watching every fan, but focusing on the few specific things that can turn an enjoyable night dangerous.

#StadiumSecurity #PublicSafety #CrowdManagement #EthicalAI #IREX

[IREX Ethical AI @irex_official]

There is no shortage of cameras in transport systems. Metros, railways and airports are already heavily monitored across platforms, tunnels, lounges, gates and depots. The real challenge is turning all that footage into a rapid response.

With thousands of cameras running, no control-room team can watch every feed continuously. Yet the most dangerous incidents unfold in seconds: a passenger falls on the tracks, someone climbs onto a train roof, a bag is abandoned in a terminal, or overcrowding on the platform becomes dangerous due to a delay.

The role of AI is to bridge this gap by spotlighting critical incidents that require immediate human response and routing them to the appropriate operator to prevent tragedy. According to transit partner MetroCCTV, IREX deployments enable a single operator to effectively monitor over 1,000 cameras.

The cameras were already in place, but it takes real-time AI to transform passive observation into an actionable response.

#PublicSafety #RailwaySafety #PublicTransport #VideoAnalytics #IREX

[IREX Ethical AI @irex_official]

A growing number of US cities across more than 20 states have terminated or declined to renew their license-plate and video-surveillance contracts this year. The analysis of their stated reasons reveals a recurring pattern: the issue typically lies with the contract terms rather than the technology itself.

Based on the feedback from these cities, we’ve compiled a checklist for your next RFP:

✔️ Who can run a search, and is a documented purpose required for every query?
✔️ Are you able to restrict external agencies from accessing your data without your authorization?
✔️ Who determines the data retention period: your agency or the vendor?
✔️ Can you conduct on-demand audits and export the logs yourself?
✔️ Upon contract termination, what happens to your information? Ensure your data and audit logs are not contractually tied to the vendor.

We’ve engineered IREX to solve these problems by structural design rather than promises. You retain full data ownership on your own infrastructure, while our system enforces security through role-based permissions,non-erasable audit logs, and mandatory Case IDs for every high-risk action.

Save this checklist to review your next contract renewal.

#Procurement #GovTech #PublicSafety #AIGovernance #IREX

[IREX Ethical AI @irex_official]

A detector defined in a single sentence demands the same level of oversight as a model that took a year of training.

Since it’s an IREX product, every prompt generated on our platform is subject to the same high oversight standards as every other detector on our platform:

🔹 Prompts are recorded. Actions like creating, modifying, or activating a detector are logged and linked to the specific operator responsible, ensuring the history of the system's instructions is always traceable and available for review.

🔹 Events are auditable. Every alert comes with its camera channel, timestamp, confidence score, and the original prompt used to trigger the alert.

🔹 Access is role-based. Granular permissions control who can create prompts, view camera feeds, launch investigations, or export data.

🔹 Investigations require a Case ID. All agentic steps are tied to an authorized case, creating a defensible chain of evidence.

Flexibility and accountability are not a trade-off. They're the fundamental components of our design.

#EthicalAI #AIGovernance #PublicSafety #VideoAnalytics #IREX

[IREX Ethical AI @irex_official]

With Rail Safety Week running from September 21 to 27, it’s an ideal opportunity to focus on the importance of split-second decisions that define rail network safety.

Fast response to rail incidents depend on the ability to quickly detect threats: someone fallen on the tracks, train-surfing, platform overcrowding, or a suspicious unattended bag.

Deployed across some of the world’s largest rail infrastructures, IREX converts standard CCTV into real-time situational awareness. Our ability to reliably distinguish between true threats and routine transit movements resulted in 16 verified life-saving interventions at a single station within one year.

True rail safety is more than just barriers and signs. It’s the ability to identify and respond to critical moments as they happen.

#RailSafetyWeek #RailwaySafety #PublicTransport #VideoAnalytics #IREX

[IREX Ethical AI @irex_official]

Today is 🇺🇸 Constitution Day 🇺🇸 - the perfect time to emphasize that at IREX, “Ethical AI” is a design philosophy, not just a slogan.

We reject the trade-off between advanced video AI and individual civil liberties. We’ve developed a system that actively reconciles both 🤝

IREX identifies only pre-registered people, like missing persons or suspects, and doesn’t track random people in public spaces. We enforce accountability by linking high-risk AI tasks to verified Case IDs and maintaining non-erasable audit logs. This ensures full transparency and traceability regarding the system's usage and authorization.

Civil rights shouldn't be an afterthought. They must be a fundamental component architected into the system's design from the very start.

Everyone Deserves to Live in Safety 🙏

#ConstitutionDay #EthicalAI #CivilLiberties #PublicSafety #IREX

[IREX Ethical AI @irex_official]

For the past decade, adding new functionality to a video analytics system meant building entire AI models from scratch. That used to be a lengthy and expensive development cycle, requiring teams to build, train, and validate custom AI models.

Today, we've changed that 🔥

Meet StreamVLM™, a Vision-Language Model detection engine that turns a simple plain-language description into a functional video detection. Just input a descriptive criteria (i.e., "detect a person lying on the ground", "alert when graffiti appears on a wall", "identify flooding in the underpass"), and the system instantly begins searching for that specific scenario across selected cameras, without any prior dataset creation or model training ✔️

"Public safety agencies have endless monitoring needs but limited resources to build individual models", says Serge Smirnoff, Head of PR at IREX. "StreamVLM completely transforms how camera networks operate. It's no longer a data science project, but a sentence typed in by an officer who is familiar with the neighborhood, the station, or the campus".

#VideoAnalytics #AI #PublicSafety #SmartCity #IREX

[IREX Ethical AI @irex_official]

IREX CEO Calvin Yadav shares his insights with Forbes on what cities get wrong about public safety technology.

Cities often face higher costs and diminished accountability due to misleading marketing and flawed procurement practices that avoid competitive bidding and lock them to a single vendor through grants. To fix this, cities should run actual trials with clear metrics, maintain the right to walk away if performance falls short, and hold public town halls before signing contracts.

Read the full article here: https://t.co/LAtxPlo1CL

#PublicSafety #GovTech #Procurement #EthicalAI #IREX

[IREX Ethical AI @irex_official]

New look, same mission.

We've updated our website so you can dive deeper into the IREX platform, our approach to ethical AI, and what we're building for safer cities.

Have a look around 👉 https://t.co/9idiSmV112

#PublicSafety #SmartCity #EthicalAI #IREX

[IREX Ethical AI @irex_official]

@DallasPD Sharing so more eyes are looking for Mr. Foreman. Hoping for word that he is found safe soon.

[IREX Ethical AI @irex_official]

@projo First-responder drones give dispatch a live view before units arrive, supporting faster and safer decisions.

[IREX Ethical AI @irex_official]

@BvuePD Well put. DFR delivers when alerts route units to confirmed incidents. IREX gives real-time crime center operators live detections for a person to verify before air support responds.

[IREX Ethical AI @irex_official]

We believe everyone deserves to live in safety.

IREX makes this practical by connecting cameras and sensors into a secure, private cloud. Our Ethical AI and Big Data platform analyzes data in real time and helps agencies prevent and investigate incidents. Accountability is built into our design: every high-risk AI activity is linked to a unique Case ID and logged in a non-erasable audit trail.

Building cities of the future: safe, comfortable, and sustainable.

#EthicalAI #PublicSafety #SmartCity

[IREX Ethical AI @irex_official]

With thousands of passengers moving through metro stations every hour, every second counts. IREX transforms major metro networks by converting existing CCTV into real-time safety tools, resulting in 16 life-saving interventions in a single year at one station alone.

Four essential things it watches for 👉 swipe.

[IREX Ethical AI @irex_official]

@startupindia Good to see AI, CCTV integration, and video intelligence framed around public safety outcomes.

[IREX Ethical AI @irex_official]

@layla_electric Agreed. Shared accountability beats a single owner. In public safety systems, mandatory case justification and non-erasable audit logs turn that principle into something you can inspect.

[IREX Ethical AI @irex_official]

@PennBizReport A renewal suggests the system proved useful in daily operations.

[IREX Ethical AI @irex_official]

@LouMetroTV Faster situational awareness before officers arrive changes outcomes. Real-time aerial context helps responders make safer decisions on the way to a scene.

[IREX Ethical AI @irex_official]

@BvuePD Congratulations on the pilot approval. DFR shortens time-to-scene, and pairing aerial response with clear audit logging keeps the community trust that makes these programs last.