Traffic Management, 2.3 Million Violations in a Year

Enforcement programs fail on evidence quality and on manual compilation. IREX coordinates cameras across an intersection and assembles the case automatically, which is what makes volume at this level possible.

Book a Demo Traffic Analytics
2.3M
Violations Detected in One Year, One City
Nationwide
First National Multi-Camera Enforcement, Mongolia
Jan 2025
World’s First Cloud Multi-Camera Traffic System
12–25 fps
Documented Enforcement Camera Range

In Production

Mongolia, Nationwide

Mongolia was the first country to deploy IREX multi-camera traffic analytics for nationwide enforcement. The installation spans the country, including Ulaanbaatar, and enforces red-light violations, stop-line infractions, and lane-direction controls. It also detects congestion in real time and calculates average speeds between junctions, which is the data road authorities need to optimize flow rather than only to fine drivers.

In Peru, traffic analytics runs with specialized two-wheeler detection critical to the region. In Southern California, police use it to manage congestion and identify violations across busy urban corridors. One city deployment detected 2.3 million violations in a single year.

In January 2025 IREX shipped what it recorded as the world’s first cloud-based multi-camera traffic management system.

Coverage

Enforcement and Flow

Opposite Lane, Overtaking, and Maneuvers

Driving in the opposite lane (wrong-way driving), overtaking where it is prohibited, and forbidden maneuvers at junctions.

See Multi-Camera Traffic Analytics

Two-Wheelers and Bike Lanes

Motorbike detection with rider count and helmet checks, motorbikes in restricted lanes and zones, and bike-lane obstruction.

See Two-Wheeler Analytics

On Camera

Four of the Classes, on Camera

A signal violation, a right-of-way conflict, livestock on a rural highway, and a load shed across two motorway lanes. Four different problems, one camera estate, one evidence package.

A silver pickup truck crosses a wet junction at night while the overhead signal shows red, with other traffic waiting behind the stop line.
Red-light violation · Sarasota · 22:37:51

Red Light, Correlated to the Signal

The violation is read against the signal state rather than inferred from the video, across every lane on the approach. Automated red-light enforcement is a state-by-state question in the US, and a deployment follows the local law.

A pedestrian stands on the median refuge of a wide divided road mid-crossing while a blue sedan has stopped across the marked crosswalk in front of them.
Failure to yield · Dallas · 18:05:44

The Conflicts Nobody Reports

Failure to yield is citable; the near miss beside it is not, and a city normally never hears about it at all. Both are counted here, which is what turns a bad junction into a case for redesigning it.

A bay horse stands on the carriageway of a rural highway just inside the edge line, with more horses grazing beyond a broken wire fence on the steppe.
Horse on highway · Ulaanbaatar · 17:04:51

Livestock on the Carriageway

On an intercity road this is a fatal-collision class, not a curiosity. It is also the clearest example of a detector a national program needs and no catalog ships.

Flattened cardboard and wrapped packages lie strewn across two motorway lanes behind a small white flatbed truck, traffic queuing behind it and the driver standing at the median barrier.
Accident / breakdown · Santiago · 09:03:12

A Load across Two Lanes

Debris, a shed load and a stopped vehicle are one detector class. The alert is the difference between a queue and a secondary collision.

FAQ

Will the evidence survive challenge?

That is what the per-violation installation specifications are for: defined camera roles, positions, angles, resolutions and field-of-view rules, verified in a site survey. The platform then assembles the plate photo, vehicle context, signal state, timestamps, camera identities and clip into one package with no manual compilation.

Can it use our existing traffic cameras?

Sometimes. Enforcement is the strictest analytics use case. Documented specifications run 1920 × 1080 up to 2560 × 1920 at 12 to 25 fps, H.264 or H.265 at 1 to 6 Mbps with CBR preferred, ONVIF Profile S or G, PoE, IP66, and −30 °C to +40 °C. Cameras outside that may need replacing or supplementing, and that is excluded from standard proposal scope.

Do you export to our citation system?

Yes. Each violation assembles a complete evidence package, and the integration into your citation or fine-processing system is scoped during design.

How do we start?

With a pilot: one site, three to five use cases, six to twelve weeks, and two or three measurable success criteria agreed in writing before it begins. Accuracy is benchmarked on your own cameras, and the measured numbers go into the contract.

Keep Reading

Where to Go Next

Instrument One Approach

One intersection, done to specification, tells you what a citywide program will actually yield.

Book a Demo Camera Requirements