AI Security & Surveillance — ANPR, Access, Intrusion & Theft Analytics

Challenges

Five fronts where security threats, monitoring gaps and operational blind spots slip past on a live site, and why CCTV watched by people alone cannot keep up.

A · Perimeter & access gaps

Theft

Theft & shrinkage caught too late

Perimeter

Perimeter gaps & intrusion

Response

An empty guard booth at a site gate while an incident unfolds

Slow incident response

B · Detection & alert gaps

Alerts

An unattended CCTV desk at night as an intruder appears on screen

No real-time alerts

Access

A secure door propped open as someone tailgates a badge holder

Doors propped open & tailgated

Alarms

A weary operator facing a wall of flashing false-alarm monitors

Alarm fatigue & false alarms

C · Vehicle & crowd risks

Access

Uncontrolled vehicle access

Audit

No audit trail

Crowd

Crowding & no headcount

D · The monitoring gap

Coverage

One operator overwhelmed by a wall of many CCTV feeds

Too many feeds, too few eyes

Night

After-dark blind spots

Remote

Remote & unmanned sites

E · Reporting & compliance gaps

Perimeter

Unmonitored outdoor perimeter

Reporting

A guard reviewing old recorded footage and paper logs after the fact

Manual logs, after-the-fact review

Access

A crowd pushing through a turnstile with no identity check

Crowding at entry, no identity check

Solutions

Every security gap above has an answer below: how the AI sees, what threats it detects, how alerts become action, the analytics you get, and a deployment that fits your existing cameras and Saudi data rules.

A · How the AI sees

Detection

Elevated camera view of individual people across a secured yard

Instance segmentation, not boxes

Pose

A security camera view of two men in an aggressive confrontation

Pose & action recognition

Identity

A worker presenting an ID badge at an access-control turnstile

Per-person identity & attribute check

B · What it detects

Access & Identity Events

A security camera view of early smoke rising near stored materials

Security Incidents & Threats

An outdoor perimeter fence watched by a CCTV camera at dusk

Crowd, Vehicle & Perimeter Risks

C · From alert to action

Real-time

A site supervisor receiving an urgent security alert on his phone

Tiered, real-time alerts

Verified

Operators verifying alerts on a video wall in a security control room

Operator-verified

Intervene

A loudspeaker on a pole for live on-site talk-down warnings

On-site intervention

D · See it & prove it

Dashboard

A security operations centre wall of live camera monitors

Live security operations dashboard

Analytics

A control-room map screen with colour-coded security risk zones

Trends & heat maps

Reporting

A tablet showing security compliance and audit KPI charts

PDPL-aligned audit reporting

E · Fits your site

Integration A CCTV dome camera with a small edge-AI box mounted beside it

Works on existing CCTV

Edge

Edge, hybrid or cloud

Residency

A secure on-premises server rack keeping data inside the Kingdom

KSA data residency

AI Technology

Our solution is built on data-driven video analytics, computer vision that watches live feeds and understands what it sees — people, vehicles, license plates, intrusions and threats. The same AI runs across any input you bring: your existing CCTV, drones, autonomous robot dogs and PTZ cameras, all connected into one platform and one app, and processed on-site inside the Kingdom. We keep the engine proprietary; what follows is how it works for you.

Any input, one platform

AI Video Analytics

The brain behind every source, computer vision analyses each frame in real time and flags security events — people, vehicles, plates, intrusions and threats — the moment they appear.

Existing fixed and PTZ CCTV cameras on an industrial building

Your Existing CCTV

Runs on the cameras you already have, fixed, PTZ and thermal, with no rip-and-replace in most sites.

A survey drone flying over a construction site

Drones & Aerial

Drones carry the same AI across large sites and hard-to-reach areas, from above.

An autonomous quadruped robot dog patrolling an industrial site

Autonomous Robot Dog

A four-legged robot patrols remote or unmanned zones on its own, taking the AI where fixed cameras cannot reach for 24/7 perimeter security.

A worker wearing a smart helmet with an on-board camera

Smart Wearable Camera

Wearable cameras with an on-board feed add a first-person view for lone workers and remote-site personnel into the same security platform.

On-Site Edge AI

All analysis runs on a secure unit at your site, so footage, biometrics and data stay inside the Kingdom, PDPL-compliant and NCA ECC-aligned.

A unified security app on a phone showing every connected camera and device

One Unified App, everything connected

Every camera, drone, robot and wearable feeds a single platform and one app — one place to watch the whole site, verify security events and act. Add a new device and it simply appears in the same view.

Integration with Your Systems

We adapt to your setup, you don't rebuild for us. The AI layers on top of the cameras, VMS and access-control systems you already have: a small on-site unit pulls the video, your cameras and existing security infrastructure keep running untouched, and in most sites nothing is replaced.

Works with what you have

A mix of existing fixed and PTZ CCTV cameras on an industrial building

No rip-and-replace

In 70–80% of sites your existing cameras are reused as they are. We connect over standard RTSP / ONVIF, compatible with virtually any IP camera.

A small edge-AI appliance plugged in beside an existing network switch

Plugs in alongside

A small on-site sidecar unit pulls the camera streams. Your cameras and current VMS keep running exactly as they do today, no disruption.

A technician surveying a CCTV camera with a tablet before deployment

Survey before spend

A pre-deployment camera survey (included) checks each camera's resolution, angle and lighting, so you know exactly what qualifies before buying anything.

Connects to your monitoring systems

Milestone XProtect Genetec Security Center Hikvision / HikCentral Dahua DSS Axis Camera Station

We integrate with the leading VMS and access-control platforms used in the Kingdom, pushing security events and alerts straight into the system your control room already uses. The edge unit also outputs to ANPR systems and physical-access controllers via Wiegand or REST. Not on the list? The edge unit also runs fully standalone over direct RTSP, no VMS required.

Camera requirements

Parameter	Minimum	Recommended
Resolution	2 MP (1080p)	4 MP or higher
Frame rate	10 fps	15–25 fps
Low light	IR / night capable	True WDR
Detail on target	head ≥ 20 px	≥ 40 px for face & plate recognition
Compression	H.264	H.265 (½ the bandwidth)

Network & footprint

Light on bandwidth, a few Mbps per 1080p camera; H.265 halves it.
Only alerts leave the edge, short event clips and metadata, never full 24/7 video.
Processed on-site, a site VPN or private APN covers remote locations; data stays in the Kingdom.
No new software for your team, the dashboard is browser-based; nothing to install.

Use Cases

The same AI runs across every industry — retail, logistics, banking, government, education, healthcare, residential and energy. Every access event, vehicle, intrusion, theft and crowd risk is flagged on the cameras you already have with a pixel-precise segmentation mask, never a crude box.

Access & Identity

AI face-recognition segmentation on a person at an access-control reader — Face Access Control

AI segmentation on a worker checking in at a face-recognition terminal — Attendance

AI segmentation on a person tailgating through a secure door — Tailgating

AI highlight on a propped-open secured door — Door Held / Forced

AI segmentation on an unknown visitor at reception — Visitor / Stranger

AI segmentation on a person concealing their face — Face Covering

AI segmentation on a flagged individual in a crowd — Watchlist Match

Vehicles & ANPR

AI segmentation on a vehicle license plate at a gate — ANPR / Plate Read

AI segmentation on a flagged blacklisted vehicle — Blacklisted Vehicle

AI segmentation analysing vehicle make, model and colour — Vehicle Attributes

AI segmentation on a car driving the wrong way — Wrong-Way Drive

AI segmentation on a vehicle idling in a no-stop zone — Vehicle Loitering

AI segmentation on an illegally parked vehicle — Parking Violation

Intrusion & Perimeter

AI segmentation on an intruder crossing a perimeter fence — Perimeter Breach

AI segmentation on a person crossing a virtual tripwire — Line Crossing

AI segmentation on a person climbing a security fence — Fence Climbing

AI segmentation on a person loitering after hours — Loitering

AI segmentation on an unattended bag — Abandoned Object

AI segmentation on a trespasser in a restricted area — After-Hours Trespass

Theft & Loss Prevention

AI segmentation on a person concealing merchandise — Shoplifting

AI segmentation on a person stealing a parcel — Package Theft

AI segmentation on a person in a restricted room — Restricted Zone

AI segmentation on a person tampering with cargo — Cargo / Asset Theft

Crowd & Behavior

AI segmentation counting people at an entrance — People Counting

AI segmentation on people for occupancy monitoring — Occupancy

AI segmentation on a dense crowd — Crowd Density

AI segmentation on two people fighting — Aggression / Fight

AI segmentation on a weapon and the person holding it — Weapon Detection

AI segmentation on a person moving against the flow — Wrong-Direction

Safety-Adjacent

A collapsed worker on the ground — person-down detection — Fall / Man-Down

AI segmentation on a worker's protective equipment — PPE Compliance

AI segmentation on fire and smoke — Fire / Smoke

AI segmentation on an overcrowded space — Overcrowding

Not limited to these These are our standard library, we also train custom detection classes for the hazards, equipment and processes specific to your site.

How We Do It

01

Existing CCTV cameras on a pole overlooking an active construction site

Ingest

We pull live video from your existing CCTV over RTSP and ONVIF, no new cameras in most sites

02

A compact edge GPU appliance processing video on site

Edge AI

Inference runs on a small on-site GPU appliance, so video and data stay inside the Kingdom

03

A monitor showing people and vehicles segmented by AI masks on a live security feed

Detect

A three-stage cascade segments people, vehicles, plates, intrusions and threats on every frame, across a broad library of security categories

04

A control-room screen showing an AI reasoning check on a flagged event

Validate

A vision-language model reasons over context to confirm or suppress each alert, killing false alarms

05

Alert

Tiered alerts reach the control room, supervisors' phones and WhatsApp within seconds

06

Confirm

For non-critical events an operator confirms with a clip and scene description before anyone is dispatched

07

Dashboard

Every camera, zone and live security event appears on one dashboard, on a control-room screen or a phone

08

An automatically generated security report with charts and an audit trail

Report & audit

Shift and daily reports, KPIs and an immutable audit trail are generated automatically, PDPL-compliant and up to 90-day encrypted retention

The Monitoring Platform

One console for the security team. Overview, events, cameras, personnel, zones, reports and live AI inspection, all in a single app. Every alert traces back to the camera that raised it, the zone it sits in, the moment it happened, and the confidence the AI gave it. Live today at viewkeepersa.com/VisualDefectDemo/hse.

Security app overview: threat score, incident breakdown, hottest zones and 3D zone map

Security Monitoring · Overview

Live AI detection: face access, ANPR, zone intrusion, tailgating, weapon, crowd, theft
Your PTZ, fixed and thermal cameras on one live security wall
Per-camera health and link status
Operator verify, dispatch, and false-alarm workflow
Owner-ready daily, monthly, and incident-evidence reports with PDPL-compliant audit trail
Runs in the on-site control room, no foreign cloud — footage stays in-Kingdom

Platform Walkthrough — Page by Page

07 · A

Seven pages, live in our security app today. The images below come straight from the running build. These are the same screens your security team will open on day one.

The whole site, one screen — security monitoring overview

viewkeepersa.com/VisualDefectDemo/hse

01 · Overview

The whole site, one screen

The security operations landing page. A live threat score, open incidents and critical alerts run across the top, next to cameras online and mean response time. Below sits a 24-hour security event breakdown, the hottest zones ranked, and a 3D security-zones map of the site.

Threat ScoreIncident BreakdownHottest Zones3D Zones Map

viewkeepersa.com/VisualDefectDemo/hse/events

02 · Events

Every security event, triaged

The working queue of security events. Each one tagged by type — intrusion, access, vehicle, threat — with the camera and zone that caught it, a severity, a confidence score and a status. An officer verifies, assigns or closes, and the response clock keeps the team honest.

24 Event TypesSeverity RoutingEvidence SnapshotResponse Clock

viewkeepersa.com/VisualDefectDemo/hse/cameras

03 · Cameras

The camera fleet, at a glance

Every connected camera by site and zone, with live thumbnails, online status and the security events it raised. A technician or security manager sees what needs attention before the morning round.

Live ThumbnailsPer-ZoneOnline StatusLast Event

viewkeepersa.com/VisualDefectDemo/hse/workers

04 · Personnel

Personnel & access roster, managed

Access control built for the Kingdom: enrolled faces and credentials per crew, visitor and contractor access logs, lone-worker location flags, and explicit-consent face-recognition workflows as required by PDPL.

Face EnrollmentAccess LogsVisitor TrackingLone Worker

viewkeepersa.com/VisualDefectDemo/hse/zones

05 · Zones

Security zones, drawn and enforced

Security perimeters drawn on the site plan and the 3D model: restricted areas, exclusion zones, controlled access corridors. Each zone carries its own rules, and any intrusion or unauthorised entry shows up in Events with the zone attached.

Zone Rules3D ModelRestricted AreasIntrusion Link

viewkeepersa.com/VisualDefectDemo/hse/reports

06 · Reports

Ready for the audit

Shift and daily summaries, access-event exports and incident evidence packs, generated automatically and exportable for PDPL audits and security reviews. Up to 90-day encrypted retention. One click, and the record is in your inbox.

Shift SummaryAccess ExportEvidence PackPDPL Audit

viewkeepersa.com/VisualDefectDemo/hse/inspect

07 · Inspect

Point the AI at anything

A live AI scan page: drop in footage or pick a camera, and the engine outlines people, vehicles, intrusions and security threats on the spot. The fastest way to see the detection quality on your own scenes.

Live ScanAny FootageInstant MasksYour Scenes