Ethical AI
for Public Safety
Turn any camera network into an intelligent, ethical security ecosystem.
Four Forces Reshaping Video Intelligence
Agentic AI
AI now takes a goal, plans the steps, and runs the whole task — not just a single answer to a single question.
Vision-Language Models
Cameras that understand plain language. New detectors appear from a sentence — no datasets, no training cycles.
Strict AI Regulation
The EU AI Act era: transparency, human oversight, and non-erasable audit trails become mandatory for high-risk AI.
Technology Sovereignty
Rising geopolitical conflict pushes nations to run critical AI on their own hardware, inside their own borders.
IREX is a cloud-based video-intelligence platform — real-time threat detection, investigation agents, and Vision-Language Models across your existing cameras, from one site to a whole country.
Real-Time Threat Detection
Specialized AI modules watching every camera, every second.
Agentic Investigations
Video search and Ask IREX run multi-step searches from plain language.
Prompt-Defined Detectors
StreamVLM™ turns a sentence into a working detector.
Engineered for Ethics
Transparency by Design — a Case ID on every high-risk action.
Sovereign Private Cloud
Your hardware, your data, national scale.
Works with Existing Cameras
No rip-and-replace — an upgrade path, not a forklift.
Connecting Thousands of Users
to Thousands of Sensors
IREX brings the cameras and sensors you already operate onto one secure platform, then puts what they see in the hands of the people who keep communities safe.
Cameras
The networks you already operate
Drones
Aerial video from patrol and response UAVs
Environmental Sensors
Live signals from across your sites
Mobile Media Uploads
Field photos and video from any device
First Responders
Faster, better-informed response
Transportation Agencies
Safer transit, roads, and stations
Law Enforcement
Search and investigate with a Case ID
Government Agencies
Coordinated, jurisdiction-wide oversight
Describe what to detect.
In plain English.
StreamVLM™ turns a text prompt into a working detector — no datasets, no training, no waiting. Shipping in beta on selected instances; included in the standard IREX price.
What is a Vision-Language Model? An AI model that has learned to connect what it sees with the words people use to describe it — so it can be told what to look for in a sentence, instead of being trained on thousands of labelled examples first.
Investigate in Plain Language
Search people, vehicles, and events across petabytes of video — by map, filter, or natural language (English, Spanish, Arabic). The investigation agent reads intent, cross-references watchlists, and runs the multi-step search through the IREX API.
Proprietary descriptor clustering and indexing searches through billions of objects — faces, person figures, and vehicles.
Ask IREX · Beta
Natural-language queries and investigation agents — from the main IREX interface and from a Sover chat — same Case ID, same permissions, same audit log.
Turn All Your Existing Cameras
into Super-Focused Agents
Engineered for Ethics, Not Just Performance
Case ID: Required for Every Search and Every Access to Data
Before an operator can search, watch, or export anything, the platform demands a Case ID: a reference to the lawful grounds for that action — a case file, court order, or missing-person report. Who acted, what they did, when, and why is written to one consolidated, non-erasable Logbook, exported daily as digitally signed files that supervisors and independent oversight bodies can audit.
Full Transparency
Every action — searches, database edits, alert configuration, exports, permission changes — lands in a searchable audit log that cannot be erased.
Cybersecurity & Privacy
Private cloud on open-source components: TLS 1.3 end to end, WAF/IDS/IPS in depth, JWT with rotating keys, MFA, and penetration testing every major release.
Narrow Constraints
Pre-identified people only — wanted suspects, missing children, trafficking victims. Biometric database size is capped; random individuals cannot be recognized or tracked.
Permission-Driven Interface
Hierarchical role-based access: cameras, databases, modules, alerts, and results appear only for the roles that need them. Configuration is top-role only, and logged in full.
Bias Awareness & Mitigation
Balanced training data and continuous tuning on a 40-million-image dataset optimized for CCTV. Where systematic bias exists, IREX discloses it and its estimated impact.
Ethics Best Practices
User guidelines, audit processes, and compliance checklists built with outside experts — designed to support FBI CJIS, GDPR, and the EU AI Act.
Your Data. Your Hardware. Your Rules.
The cameras, the servers, and the people who use them all sit inside one network you control — nothing leaves it unless you decide.
Proven scale. Measured impact.
vs. manual surveillance
vs. manual surveillance
Figures reflect IREX platform deployments and can be confirmed under NDA. Outcomes vary by site, configuration, and agency processes.
In Production across 8 Countries
National Police and multi-city command centers
London Underground safety and critical infrastructure
Southern California law enforcement, multi-jurisdiction
Dublin Airport: watchlists, unattended items, weapons
Nationwide multi-camera traffic enforcement
National smart-city program, full AI module catalog
Premier League stadium security, banned-fan watchlists
Retail loss prevention, repeat-offender alerts
From Demo to Go-Live in 6–12 Months
Seven stage-gated phases. Each gate has named owners and a written output before the next one starts.
Discovery & Demo
Qualification against the live demo zone; output is an opportunity brief.
IREXAnalysis & Requirements
Sites, cameras, networks, integrations and sovereignty posture mapped.
JointPilot / Proof of Value
Time-boxed 4–8 weeks on real cameras, pre-agreed success criteria.
IREXSystem Design & Commercials
Production sizing, deployment model, and the commercial package.
JointProcurement & Mobilization
Contracting, hardware, site access and the delivery team stood up.
PartnerBuild, Deploy & Integrate
Private cloud built, cameras onboarded, analytics and integrations live.
JointGo-Live, Hypercare & Run
Operator training, hypercare, then steady-state run and support.
JointIREX owns the platform & cloud (L3/L4); the certified integration partner owns site, network, onboarding & first-line support (L1/L2). Governance: weekly delivery standup, bi-weekly steering committee, monthly executive review.
A Global Team with Security, Fortune 500, and AI Experience
Calvin Yadav
Co-Founder & CEO
Nik Ptitsyn, PhD
President, CTO & Co-Founder
David K. Bain
Advisor, Ethics & Compliance
Juan Felipe Gonzalez
Advisor, Investments
Daniel Eborall, MBA
Advisor, Partnerships
Chris Pritchard
Director of Operations & Deployment
Alex Peterson
Business Development
Denis Koch
Sales Operations
Roberto Varela
Business Development, LATAM
Luís Pinto Ferreira
Public Sector Partnerships
Built with Partners We Trust
Leading technology companies extend the platform — and mission-driven organizations put it to work protecting people.
