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CORRECTIONS & JAILS

We See What Happens Between Security Rounds
IREX monitors continuously between officer rounds — detecting threats, observing inmate behavior, and building an unbreakable evidence trail. No new hardware needed.
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  • 250 000+
    Cameras in active public safety &
    corrections deployments
  • 0.4s
    Real-time threat detection
  • 10+
    Countries in production
One Platform. Six Capabilities.
Total Accountability.
IREX integrates AI-driven intelligence into your existing camera infrastructure, monitoring zones continuously, sending real-time alerts, and generating the compliance record your auditors require.
Works With What You Have
DVRs, NVRs, IP cameras. Axis, Bosch, Pelco, Hanwha. No new hardware. No downtime.
Watches Between Security Rounds
AI modules run continuously — not on
a schedule. Every zone. Every alert routes to a human operator before any action.
Generates the Record Automatically
Every alert, access event, and response logged with timestamp and user identity. Non-erasable. PREA ready.
Six capabilities.
Purpose-built for corrections
Suicide & Self-Harm Detection
The watch doesn't end between rounds.
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Life-safety critical
Searchveillance™ Investigations
From incident report to evidence package in minutes.
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IREX signature
Weapon & Threat Detection
Flag the threat before the incident closes.
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Identity Verification
Know who's in your facility. At every checkpoint.
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Escape Prevention
Catch the attempt. Not the aftermath.
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Continuous Monitoring & Audit
The record exists between rounds.
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What This Looks Like in Your Facility

Scenario 1: Welfare Check Alert Between Rounds

For: Jail Administration · Mental Health Coordinators · DOJ Compliance Officers

A high-risk inmate in restrictive housing. Classified at-risk. Officer rounds scheduled every 30 minutes per policy.

At minute 23 — between rounds — the VLM detector fires: person motionless in cell, prone position, no movement detected past threshold. An alert routes immediately to the duty officer via Sover: cell block identifier, camera ID, live video feed. The officer diverts and responds. Not during the next round. During the crisis.

The event is logged automatically — Case ID, timestamp, officer identity, response time, outcome. When that record is opened by an internal affairs investigator, a DOJ auditor, or opposing counsel, every second is documented and non-erasable.

What made this possible: IREX AI detectors run on plain-language conditions. "Person lying down, motionless for extended period" — that is the entire configuration. No dataset. No pre-training. No vendor call. Define the condition, deploy it across every cell zone and crisis unit, and it runs continuously. The officer round closes a gap every 30 minutes. The VLM detector closes it every second.

Scenario 2: Weapon Detected Before Shift Change

For: Jail Administration · Security Directors · Operations Supervisors

A weapon appears. No officer is present. No incident yet. Shift change is in 11 minutes.

IREX detects the object and sends an alert instantly — camera ID, exact location, live video clip. The alert routes through Sover™ to the duty supervisor before any person has reviewed the feed. Response teams are staged before the shift transition. The weapon is recovered. No assault. No officer ambush. No use-of-force report.

Every step is logged automatically — detection timestamp, officer notified, response time, outcome. A complete, non-erasable record available the same day for supervisory review or liability documentation.

What made this possible: IREX weapon detection runs continuously across every camera — common areas, recreation yards, housing blocks, entry points. Detection happens in real time, not during a retrospective review. The alert reaches the duty officer in seconds, not at the end of a shift when reviewing footage of something that already happened.

Scenario 3: Tracking a Subject Without a Face Match

For: Investigators · Captains · Internal Affairs · Inspector General

An altercation is reported. The investigator opens Searchveillance™ and types the subject's last name in plain English. IREX automatically cross-references watchlists, identifies matching individuals, and searches across the full camera network within the specified area and timeframe. A synchronized multi-camera timeline — every appearance, every transition — with timestamps and camera IDs. Evidence package assembled. Four minutes after the query.

The subject then moves to a housing block where no camera captures a clear face angle. The subject knows the camera positions. Every frame is back-to-camera or obscured. IREX builds a unique appearance profile: clothing texture, hat color, bag shape, posture. Person Re-ID matches that profile across every camera in the facility — entry point, route, dwell time, exit. Movement captured start to finish. Without a single face match.

What made this possible: Two capabilities working together. Searchveillance™ — agentic AI that interprets the investigator's intent and executes multi-step searches across petabytes of video. Natural language. No manual NVR scrubbing. Person Re-ID — a specialized ML engine that builds a biometric profile from clothing and physical attributes, independent of facial recognition. Most corrections buyers don't know this exists. Most VMS vendors don't offer it.

Scenario 4: From One Jail to a Statewide Network

For: State DOC Directors · Multi-County Sheriffs · CIOs · System Integrators

A statewide network begins with a single county jail. IREX deploys on the existing camera infrastructure — no server replacement, no new cameras, no downtime. Carrier-grade multi-tenant architecture. Within months, five more facilities come online — on the same platform, under the same operator interface, generating one unified audit trail.

At facility three, the perimeter covers open acreage with coverage gaps between fixed camera mounting points. IREX ingests drone-mounted cameras as real-time sensor inputs alongside the fixed infrastructure — the same alert console, the same VLM detectors, the same Sover notifications routing to the same duty officers. Fixed infrastructure and aerial coverage, unified.

State leadership opens a Superset dashboard: zone coverage by facility, alert volume by type, operator response times, welfare check compliance rates. Across all six facilities. In real time. When the DOJ asks for the compliance record, it's already built.

What made this possible: IREX's carrier-grade, multi-tenant architecture scales from a single facility to a statewide network without infrastructure changes. VLM detection conditions defined once — deployed across every facility simultaneously. New capabilities roll out system-wide in a single update. Every facility is a node in one accountable system. Not six separate deployments that generate six separate reports.
DEPLOYMENT — NO NEW HARDWARE REQUIRED
Your Infrastructure Is Enough
IREX connects to the cameras you already own. No new hardware.
No rip-and-replace. No construction. Your current infrastructure is sufficient — the intelligence is the addition.
Camera Inventory & Connection
IREX maps your existing network — DVRs, NVRs, IP cameras, analog feeds. Compatible with Axis, Bosch, Pelco, Hanwha, and most IP formats. No new hardware required.
Zone Calibration
The system learns normal behavioral patterns in each zone — housing units, yard, visitation, corridors — at each time of day. Behavioral baselines are established per zone before alerts go live.
Alert & Access Configuration
Alert thresholds, role-based access permissions, and notification routing configured to your facility's operational structure. Who sees what — and when — is defined before go-live.
Operational
Officers receive behavioral alerts. Investigators have Searchveillance™. Administrators have the audit trail. All from day one.
Compatible with your existing cameras
+ most IP formats
COMPLIANCE & LEGAL DEFENSE — PREA · DOJ · IG · ACA
The Record Your Auditors Require
Every compliance standard your facility is measured against depends on one thing: a record that exists independently of human memory.
IREX generates that record automatically, continuously, and immutably — not as a feature you configure, but as how the system works.
The Record Your Auditors Require
Every compliance standard your facility is measured against depends on one thing: a record that exists independently of human memory.
IREX generates that record automatically, continuously, and immutably — not as a feature you configure, but as how the system works.
No automated enforcement. No automated denials. An officer reviews and confirms before any action is taken. This is not a setting — it is the architecture.
Transparency by design — 6 pillars
See It Yourself
Your facility runs 24 hours a day. Incidents don't wait for the next shift.

Demo

30 minutes

See IREX mapped to your facility's operational structure, compliance requirements, and staffing reality.

For Sheriffs, Wardens, and DOC leadership.

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Technical Walkthrough

30 minutes

Camera compatibility, CJIS architecture, NDAA considerations, deployment timeline.

For DOC CIOs, IT Directors, and system integrators.

Schedule Technical Walkthrough

Every alert requires human review before action. No automated enforcement. Transparency logs accessible to command staff and ethics committees at all times.

FAQ — CORRECTIONS & JAILS

Questions Corrections Agencies Ask.

No. IREX layers onto your existing DVRs, NVRs, and IP cameras. Axis, Bosch, Pelco, Hanwha, and most IP formats. Your current infrastructure is sufficient.

In your control. IREX runs on a CJIS-compliant private cloud — on-premise or in your secure data center. No public cloud. No third-party access.

Never. Every alert routes to a human operator for review. No automated enforcement. No automated denials. This isn't a configuration — it is the architecture.

Days, not months. No network downtime. No construction. The system calibrates to your facility's zones and behavioral patterns, then goes operational.

IREX supports continuous data export and API-level integration. Specific JMS compatibility and integration requirements are best discussed in a technical walkthrough with your IT team.

IREX logs every alert, operator action, and footage access automatically with timestamp and user identity. These system-generated records support PREA 115.18, DOJ consent decree reporting, inspector general reviews, and accreditation documentation — without additional staff burden.

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