AI for Real Estate — Face Access, ANPR Parking, Perimeter & Facade Inspection

Challenges

Five fronts where real-estate sites lose control: unauthorised access, perimeter breaches, common-area incidents, monitoring gaps and the manual reporting that follows. CCTV watched by people alone cannot keep up with a tower, a gated community or a giga-project.

A · Access & identity

Face access A bare-headed worker without a hard hat among colleagues wearing helmets on a construction site

Unknown face at the gate

Tailgating A worker in plain clothes without a hi-vis vest standing near a moving wheel loader

Tailgating through the lobby

ANPR

A worker at the unprotected edge of a high concrete slab without a fall-arrest harness

Unknown plate in the car park

B · Perimeter & intrusion

Fence breach Early-stage fire with small flames and smoke beginning among stacked site materials

Fence cut at night

After hours An emergency exit doorway blocked by stacked boxes and debris

Pedestrian inside, after hours

Wall climb An oil and water spill spreading across a concrete factory floor

Compound wall climbing

C · Fire, life safety & common areas

Fire

A forklift operating close to a pedestrian worker inside a warehouse

Fire & smoke in common areas

Egress

An open excavation trench with no barrier or fence around it

Blocked emergency exit

Loitering

A worker walking directly underneath a heavy load suspended from a tower crane

Lobby & basement loitering

D · Packages, occupancy & the monitoring gap

Package

A control room with one operator facing a large wall of many CCTV feeds

Parcel theft from the lobby

Occupancy

A large industrial site at night with only a few pools of light and large dark areas

Overcrowding at the gym & pool

Coverage

A single worker isolated in a remote corner of a large industrial site at dusk

Cameras everywhere, no-one watching

E · Facade, compliance & reporting

Facade

Outdoor workers under harsh midday desert sun with visible heat haze

Cracks & spalling on the tower

Reporting

A cluttered site safety office desk covered with paper incident forms and clipboards

Manual, after-the-fact reporting

Compliance A crowded site entrance at shift start with many workers entering at once

Owner & regulator evidence

Solutions

Every gap above has an answer below: how the AI sees your towers, communities and car parks, what 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

Workers on a site each outlined by a translucent segmentation mask following their silhouette

Instance segmentation, not boxes

Identity

A worker with a glowing skeletal pose-estimation overlay analysing their posture

Face & plate recognition

Per-person A worker with the helmet and vest highlighted by separate segmentation masks for PPE detection

Per-resident & per-visitor tracking

B · What it detects

A worker with helmet and vest highlighted by AI segmentation masks, unsafe-act detection

Access & perimeter

Flame and smoke highlighted by an AI segmentation mask, unsafe-condition detection

Fire, smoke & life safety

Outdoor workers under harsh midday sun with a heat-stress overlay, poor-practice and compliance monitoring

Packages, occupancy & facade

C · From alert to action

Real-time

A site supervisor receiving a safety alert on a smartphone

Tiered alerts to concierge

Verified

Operators in a modern safety control room verifying alerts on a video wall

Operator-verified

Intervene

A public-address speaker on a pole at a site for live talk-down warnings

On-site talk-down

D · See it & prove it

Dashboard

Property operations dashboard

Analytics

A screen showing a site map with colour-coded risk heat zones

Footfall & heat maps

Reporting

A tablet showing KPI gauges and charts for a safety compliance report

Owner & regulator evidence

E · Fits your site

Integration An existing CCTV camera on a building with a small edge-AI box 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. The same AI runs across any input you bring: your existing CCTV at towers, gates and car parks, drones for facade inspections, autonomous robot dogs for basement patrols, and on-site edge units that keep footage and data inside the Kingdom. We keep the engine proprietary; what follows is how it works for your property.

Any input, one platform

AI Video Analytics

The brain behind every source, computer vision analyses each frame in real time and flags an unauthorised face, unknown plate, loiterer, fire plume or facade crack the moment it appears.

Existing fixed and PTZ CCTV cameras on an industrial building

Your Existing CCTV

Runs on the cameras you already have at lobbies, gates, car parks and facades, fixed, PTZ and thermal, with no rip-and-replace in most properties.

A survey drone flying over a construction site

Drones & Aerial

Drones fly tower elevations and perimeter walls, scanning facades for cracks, spalling, water damage and loose cladding, segmenting each defect to the pixel.

An autonomous quadruped robot dog patrolling an industrial site

Autonomous Robot Dog

A four-legged robot patrols basements, car parks and plant rooms on its own, taking the AI where fixed cameras cannot reach.

Smart Safety Helmet

Concierge, housekeeping and security staff wear first-person helmets that add a roaming eye and lone-worker protection to the same system.

On-Site Edge AI

All analysis runs on a secure unit at the property, so footage and data stay inside the Kingdom, in line with PDPL.

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

One Unified App, every building connected

Every tower, gate, basement, drone and helmet feeds a single platform and one app, one place to watch the whole portfolio, verify alerts and dispatch the right team. Add a new property and it simply appears in the same view.

Integration with Your Systems

We adapt to your property, you don't rebuild for us. The AI runs on the cameras, intercoms and gate systems you already have at the tower, gate and car park: a small on-site unit pulls the video, your cameras and VMS keep running untouched, and in most buildings 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 platforms used in the Kingdom, pushing events and alerts straight into the system your control room already uses. 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 PPE
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 real-estate site — gated communities, high-rise residences, commercial towers, mixed-use developments and master-planned giga-projects. Every unauthorised face, unknown plate, perimeter breach, package theft, loiterer, fire plume and facade crack is flagged on your existing cameras and drones with a pixel-precise segmentation mask, never a crude box.

Access & Identity

AI segmentation mask on a resident's face being granted access at a tower lobby turnstile — Face Access Granted

AI segmentation mask on an unknown face blocked at a residential gate — Face Access Denied

AI segmentation mask on a vehicle number plate being read at a community gate — ANPR Read at Gate

AI segmentation mask on a known resident plate matched against a whitelist — Resident Plate Match

AI segmentation mask on a delivery driver checking in at a tower reception desk — Visitor Check-In

AI segmentation mask on a contractor badge being validated at a loading bay — Contractor Badge

Perimeter, Intrusion & Tailgating

AI segmentation mask on a person cutting through a community perimeter fence — Perimeter Fence Breach

AI segmentation mask on a person climbing over a compound wall — Wall Climbing

AI segmentation mask on a person tailgating behind a resident through a tower lobby turnstile — Tailgating at Door

AI segmentation mask on a vehicle entering a basement restricted area outside hours — After-Hours Vehicle

AI segmentation mask on a person standing and loitering in a residential lobby — Lobby Loitering

AI segmentation mask on a small group gathering suspiciously in a basement car park — Suspicious Gathering

Fire, Smoke & Life Safety

AI segmentation mask on early flame in a residential corridor — Flame Detected

AI segmentation mask on smoke plume rising in a basement car park — Smoke Plume

AI segmentation mask on boxes blocking a fire-exit stairwell door — Blocked Fire Exit

AI segmentation mask on water flowing from a triggered sprinkler head in a tower — Sprinkler Discharge

AI segmentation mask on a person tampering with an AED cabinet in a building lobby — AED Tampering

AI segmentation mask on water pooled on a polished lobby floor after a leak — Floor Spill / Leak

Packages, Theft & Vandalism

AI segmentation mask on an unresident person picking up a parcel from a lobby shelf — Package Theft

AI segmentation mask on a parcel left unattended in a residential hallway — Unattended Parcel

AI segmentation mask on a freshly sprayed graffiti tag on a building wall — Graffiti

AI segmentation mask on a shattered glass entrance door panel — Broken Window

AI segmentation mask on a forced or damaged apartment door — Damaged Door

AI segmentation mask on an unattended bag in a common area — Unattended Bag

Occupancy & People Flow

AI segmentation mask on a live count of people across a tower lobby — Building Occupancy

AI segmentation mask on a per-floor head-count overlay — Floor Occupancy

AI segmentation mask on a live entry and exit counter at a community gate — Entry / Exit Count

AI segmentation mask on an over-capacity crowd density alert in a common area — Crowd Density

AI segmentation mask on a growing queue at a tower reception desk — Queue Length

AI segmentation mask on a single cleaner working alone in a closed tower — Lone Worker

Facade & Defect Inspection

AI segmentation mask on a hairline crack running across a tower facade — Facade Crack

AI segmentation mask on a spalled patch of concrete on a balcony soffit — Concrete Spalling

AI segmentation mask on a brown water-damage stain on a residential ceiling — Water Damage Stain

AI segmentation mask on a cracked curtain-wall glass panel on a tower elevation — Cracked Curtain Wall

AI segmentation mask on peeling paint and exposed render on a residential block — Paint Peeling

AI segmentation mask on a delaminated tile falling from a tower cladding — Tile Delamination

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 the cameras already at your tower, gate and car park over RTSP and ONVIF, no new cameras in most buildings

02

A compact edge GPU appliance processing video on site

Edge AI

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

03

A monitor showing workers segmented by AI masks on a live site feed

Detect

A three-stage cascade segments faces, plates, people, packages, fire, smoke and facade defects on every frame, across a broad library of 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 before they wake the concierge

05

Alert

Tiered alerts reach the concierge, security, building management and WhatsApp within seconds

06

Confirm

For non-critical events an operator confirms with a clip and scene description before any guard or maintenance is dispatched

07

Dashboard

Every tower, gate, basement and live alert appears on one dashboard, on a control-room screen, a manager's phone or the owner's tablet

08

An automatically generated safety report with charts and an audit trail

Report & audit

Shift, daily and monthly reports, KPIs and an immutable audit trail are generated automatically for owners, regulators and PDPL

The Monitoring Platform

One console for the property and security team. Overview, events, cameras, residents, visitors, zones, reports and live AI inspection, all in a single app. Every alert traces back to the camera that raised it, the gate or floor it sits in, the moment it happened, and the confidence the AI gave it.

Property app overview: live occupancy, risk breakdown, busiest zones and 3D building map

Property Monitoring · Overview

Live AI detection: face, plate, tailgating, perimeter breach, fire, smoke, loitering, packages, facade cracks
PTZ, fixed and thermal cameras on one live wall, across towers, gates and basements
Per-camera health and link status, with priority per building
Concierge & guard verify, dispatch, and false-alarm workflow
Owner, regulator and insurance-ready reports and incident evidence
Runs in the on-site control room, no foreign cloud

Platform Walkthrough — Page by Page

07 · A

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

viewkeepersa.com/VisualDefectDemo/hse

01 · Overview

The whole property, one screen

The property landing page. A live occupancy score, access denials, open incidents and critical events run across the top, next to cameras online and mean response time. Below sits a 24-hour incident breakdown, the busiest floors and gates ranked, and a 3D building map of the property.

Occupancy ScoreIncident BreakdownBusiest Floors3D Building Map

viewkeepersa.com/VisualDefectDemo/hse/events

02 · Events

Every incident, triaged

The working queue of property events. Each one tagged by type (access, fire, package, perimeter, occupancy, facade), with the camera and gate or floor that caught it, a severity, a confidence score and a status. The concierge 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 estate, at a glance

Every connected camera by tower, gate, basement and floor, with live thumbnails, online status and the detections it raised. A technician sees what needs attention before the morning round.

Live ThumbnailsPer-FloorOnline StatusLast Event

viewkeepersa.com/VisualDefectDemo/hse/workers

04 · People

Residents, visitors & staff, watched

A single page of every face and plate seen on the property. Residents auto-cleared, visitors and contractors time-bound, staff and housekeeping scheduled. Concierge can promote a visitor, revoke a face, or watch a single cleaner work alone on a closed floor.

Face WhitelistVisitor TimerContractor BandsLone Worker

Gates, floors and restricted zones, drawn and enforced

viewkeepersa.com/VisualDefectDemo/hse/zones

05 · Zones

Gates, floors & restricted zones

Property zones drawn on the building plan and the 3D model: lobby, car park, gym, pool, plant rooms, restricted floors. Each zone carries its own rules (open hours, occupancy cap, face-only), and any breach shows up in Events with the zone attached.

Zone Rules3D ModelOccupancy CapBreach Link

viewkeepersa.com/VisualDefectDemo/hse/reports

06 · Reports

Ready for the owner & regulator

Shift, daily and monthly summaries, access and occupancy exports and incident evidence packs, generated automatically and exportable for owner reports, insurance and PDPL reviews. One click, and the record is in your inbox.

Shift SummaryAccess ExportEvidence PackPDPL Ready

viewkeepersa.com/VisualDefectDemo/hse/inspect

07 · Inspect

Point the AI at any camera

A live AI scan page: pick a tower, gate or car park camera, and the engine outlines faces, plates, people, packages, fire, smoke and facade defects on the spot. The fastest way to see the detection quality on your own property.

Live ScanAny CameraInstant MasksYour Property