DevicesNetworksAIOperations

Cameras thatunderstand,not just record.

AI on the cameras you already own, counting, detecting, inspecting and alerting in real time, with footage kept local and only events leaving the device.

Move to tilt

Why computer vision matters now

The Kingdom’s cities, sites and venues already have cameras. The gap is turning recordings into live, actionable events, without sending every frame to the cloud.

$9.1Bnational AI investment
140M+airport passengers, 2025
1.67Mpilgrims, Hajj 1446
36,000factories by 2035

Cameras are everywhere

Most estates record 24/7 and review footage only after an incident.

Inference at the edge

Models now run on the camera or a gateway in milliseconds.

Cloud video is expensive

Streaming every frame costs bandwidth, storage and energy.

Privacy by architecture

Raw footage stays local by default; only events leave.

The answer: vision AI on existing cameras, integrated with your VMS and command centre.

Sources: SDAIA 2026; GACA 2025; Saudi Aviation Strategy; Matarat Holding; GASTAT, RCMC and Ministry of Hajj & Umrah, Hajj 1446; MIM National Industrial Strategy; Future Factories Program

Computer vision, on the cameras you have

We audit your camera estate, deploy detection and analytics models at the edge or in-Kingdom, and connect events to the people and systems that act on them.

Detection & counting

People, vehicles, objects and events counted and tracked across cameras.

Inspection

Defects, corrosion, PPE and condition checks from fixed or mobile cameras.

Event automation

Alerts routed to VMS, command centres and work orders with evidence clips.

Computer vision & video analytics: AI on any camera, events to any system, footage kept where it belongs.
In shortAny cameraEdge inferenceEvents onlyVMS integration

Building blocks of a video-analytics programme

Six components, the camera gateway and event bus are reused for every model.

Camera & VMS integration

Works with existing IP cameras and video management systems.

Edge inference

Models on cameras, gateways or servers; no cloud round-trip.

Model library

People, vehicles, plates, PPE, defects, crowd density and more.

Event bus

Standard events to command centres, CMMS and dashboards.

Video search

Find objects and moments across the estate in minutes.

Privacy & retention

Masking, zones, consent and retention per camera.

How it works: from a frame to an action

Six stages, executed on or near the camera.

01

Capture

Existing IP cameras and streams

02

Infer

Detection on camera or gateway

03

Track

Objects across frames and cameras

04

Decide

Rules and thresholds per zone

05

Notify

Event with clip to systems

06

Act

Dispatch, work order, report

Connects toVMS platformsCommand centresCMMS & ticketingParking & access systemsGISField apps
SpeaksRTSPONVIFMQTTRESTONNX / TensorRTGTFS-RT

Where video analytics earns its keep

Eight use cases that run on cameras you already own.

Crowd & queue analytics

Density, flow and waiting time at gates, terminals and holy sites.

Traffic surveys & ANPR

Counts, classes and plates at junctions and car parks.

Safety & PPE compliance

Helmets, vests, zone entry and unsafe behaviour detected live.

Visual inspection

Cracks, corrosion, leaks and defects on assets and products.

Visual-distortion detection

Graffiti, debris and damaged pavements flagged from street cameras.

Shelf & cooler audits

Stock, planogram and foreign products from photos and cameras.

Perimeter & intrusion

Loitering, intrusion and abandoned objects with evidence clips.

Road-asset condition

Potholes, signs and markings assessed from vehicle cameras.

Who buys itSafe-city & municipalitiesAirports & venuesIndustrial & construction sitesTransport authoritiesRetail & FMCG

Where it creates value across Saudi sectors

Same models, different cameras, from a plant floor to the Mashaer.

Industry & factories

Quality inspection, PPE and perimeter analytics on plant cameras.

Airports

Queues, parking guidance and apron safety from terminal cameras.

Hajj & crowd mobility

Crowd density and flow across gates, camps and bus stations.

Fleet & logistics

Loading bays, yards and dashcam events for fleets.

Utilities & energy

Substation, pipeline and plant inspection from fixed and drone cameras.

Retail & FMCG

Shelf, cooler and footfall analytics in stores.

Start with one camera group and one event type, then add models to the same gateway.

An evening with vision AI on a city street

Illustrative sequence from a municipal camera estate.

20:15

stalled vehicle

A street camera detects a stopped car in a live lane and alerts traffic control with a clip.

20:40

illegal dumping

Debris appears beside a bin; a cleaning work order is raised with location and image.

21:05

crowd forming

Density rises outside a venue; the command centre sees counts and flow in real time.

Next morning

report

A daily summary lists events, response times and recurring hotspots.

No footage leaves the pole by default, only events with evidence do.

Illustrative scenario, not a case study.

Let’s build what’s next

Let us switch on thecameras you already own.Know now.

A 45-minute walkthrough of your operation, and the one workflow worth proving first.

Integrated CityAlAnoud Tower, King Fahad Road, Riyadh, Saudi Arabia · +966 55 609 9664 · info@integratedcity.com