AI for Agriculture — Livestock Health, PPE, Perimeter & Biosecurity

Challenges

Five fronts where unsafe acts, sick livestock, perimeter breaches, pest and biosecurity risks, and after-the-fact paperwork slip past a busy farm operation, and why CCTV watched by people alone cannot keep up across barns, fields, gates and sheds.

A · Worker behaviour & PPE

PPE

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

No coverall at spraying

PPE

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

No chemical gloves

Pesticide

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

No respirator at pesticide

B · Livestock & animal welfare

Welfare

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

Downed cow in pen

Heat stress An emergency exit doorway blocked by stacked boxes and debris

Heat-stress huddle

Cold stress An oil and water spill spreading across a concrete factory floor

Calf hypothermia

C · Site security & access

Proximity

A forklift operating close to a pedestrian worker inside a warehouse

Tractor-reverse proximity

Lagoon

An open excavation trench with no barrier or fence around it

Open manure lagoon

Access

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

Tailgating at the gate

D · Field & crop conditions

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

Irrigation pool in row

Disease

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

Crop disease patch

Perimeter

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

After-hours trespasser

E · Heat, compliance & reporting

Heat

Midday field sun stress

Reporting

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

Paper welfare & spray logs

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

Gate boot-wash skipped

Solutions

Every gap above has an answer below: how the AI sees your farm, what it detects across livestock, crops, people and gates, how alerts become action, the analytics your herd manager and agronomist get, and a deployment that fits your existing CCTV, drones and Saudi data rules.

A · How the AI sees your farm

Detection

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

Instance segmentation, not boxes

Pose

Pose & animal posture

PPE

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

Per-worker & gate PPE check

B · What it detects

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

Livestock & Crop Anomalies

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

Perimeter, Fire & Biosecurity

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

Equipment, Vehicle & Worker

C · From alert to action

Real-time

A site supervisor receiving a safety alert on a smartphone

Tiered, real-time alerts

Verified

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

Herd manager–verified

Intervene

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

On-site & barn talk-down

D · See it & prove it

Dashboard

Live barn & field dashboard

Analytics

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

Pen, paddock & pivot heat maps

Reporting

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

Farm & audit-ready reports

E · Fits your farm

Integration An existing CCTV camera on a building with a small edge-AI box beside it

Works on existing CCTV & drones

Edge

Edge, solar, or hybrid

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 the barn and gate, drones sweeping the field, smart collars and boluses, and smart helmets worn by farm workers, 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 your operation.

Any input, one platform

AI Video Analytics

The brain behind every source, computer vision analyses each frame in real time and flags sick livestock, PPE gaps, perimeter breaches and pest outbreaks the moment they appear.

Existing fixed and PTZ CCTV cameras on an industrial building

Your Existing CCTV

Runs on the cameras you already have at barns, pens, gates and feed mills, fixed, PTZ and thermal, with no rip-and-replace in most farms.

A survey drone flying over a construction site

Drones & Aerial

Drones and tethered stations carry the same AI across large fields, greenhouses and pivot circles, from above, on scheduled or triggered sweeps.

An autonomous quadruped robot dog patrolling an industrial site

Autonomous Robot Dog

A four-legged robot patrols pens, orchards and remote paddocks on its own, taking the AI where fixed cameras and drones cannot reach.

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

Smart Helmet & Collar

Worker-worn helmets add a first-person view and lone-worker protection; smart collars and boluses on cattle add health and rumination signals to the same platform.

An on-site edge AI server appliance with status lights

On-Farm Edge AI

All analysis runs on a ruggedised, solar-capable unit at your farm, 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, everything connected

Every camera, drone, robot, helmet and smart collar feeds a single platform and one app, one place to watch the whole farm, verify alerts, log welfare events and act. Add a new device and it simply appears in the same view.

Integration with Your Systems

We adapt to your farm, you don't rebuild for us. The AI runs on the cameras and monitoring systems you already have at the barn, gate, feed mill and pivot: a small on-site unit pulls the video, your cameras and VMS 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 farms your existing cameras are reused as they are. We connect over standard RTSP / ONVIF, compatible with virtually any IP camera at barns, gates and feed mills.

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

Plugs in alongside

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

A technician surveying a CCTV camera with a tablet before deployment

Survey before spend

A pre-deployment camera survey (included) checks each pen, gate and field 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 on Kingdom farms, pushing welfare events, perimeter breaches and biosecurity 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 or hide ≥ 20 px	≥ 40 px for PPE & ear-tag read
Compression	H.264	H.265 (½ the bandwidth)

Network & footprint

Light on bandwidth, a few Mbps per 1080p camera; H.265 halves it, even with solar or 4G backhaul.
Only alerts leave the edge, short event clips and metadata, never full 24/7 video from barns or gates.
Processed on-site, a site VPN, private APN or 4G/5G covers remote paddocks and pivot circles; data stays in the Kingdom.
No new software for your team, the dashboard is browser-based; nothing to install on the herd manager's laptop or phone.

Use Cases

The same AI runs across every farm, ranch, dairy, greenhouse and agribusiness site, flagging livestock health, worker PPE, perimeter breaches, pest outbreaks, biosecurity risks and fire on your existing CCTV and drones with a pixel-precise segmentation mask, never a crude box.

Livestock Count & Health

AI segmentation mask counting cattle heads gathered at a feed trough — Headcount & Counting

AI segmentation flagging a mounting cow in heat among a dairy herd — Heat Detection

AI segmentation flagging a lame cow bearing weight unevenly on its hooves — Lameness

AI segmentation flagging huddling calves in a cold pen showing heat-stress posture — Calving & Calf Stress

AI segmentation outlining a thin cow for body-condition scoring in a feedlot — Body Condition Score

AI segmentation flagging aggressive head-butting between cattle in a pen — Aggression & Bullying

Worker PPE & Biosecurity

AI segmentation flagging a worker missing chemical coveralls while spraying a field — Coverall Compliance

AI segmentation flagging a worker without chemical-resistant gloves handling a pesticide drum — Chemical Gloves

AI segmentation flagging a worker without a respirator while spraying pesticide in a greenhouse — Respirator & Mask

AI segmentation flagging a worker in sneakers instead of rubber boots in a livestock barn — Rubber Boots

AI segmentation flagging a worker skipping a hand-wash station before entering a poultry house — Hand & Boot Wash

AI segmentation flagging a worker exposed to direct sun without a wide-brim hat — Sun & Heat PPE

Perimeter & Intrusion

AI segmentation flagging a person climbing over a farm perimeter fence at night — Fence Breach

AI segmentation flagging a trespasser walking through a private date-palm grove — Trespasser in Field

AI segmentation flagging a vehicle crossing the farm perimeter line after hours — After-Hours Motion

AI segmentation flagging a pickup truck loitering at a farm gate at night — Vehicle at Perimeter

AI segmentation flagging a stray dog running between cattle in an open pasture — Wildlife & Stray

AI segmentation flagging a worker slipping past a gate without scanning their access pass — Tailgating at Gate

Equipment, Vehicle & Gate ANPR

AI segmentation flagging a tractor reversing too close to a worker in a field — Tractor Proximity

AI segmentation flagging an exposed rotating PTO shaft on a tractor implement — PTO Shaft Exposed

AI segmentation flagging an overloaded trailer with bales stacked above its side rails — Trailer Overload

AI segmentation reading a vehicle number plate as it passes through a farm gate camera — ANPR Plate Read

AI segmentation flagging a farm main gate left open after business hours — Gate Left Open

AI segmentation flagging fuel dripping onto the ground during a tractor refuel — Refuel Spill

Pest, Crop & Animal Anomaly

AI segmentation outlining a dense locust swarm flying low over a wheat field — Locust Swarm

AI segmentation counting insects on a yellow sticky pheromone trap in a greenhouse — Pest Trap Count

AI segmentation outlining a flock of birds flying over a ripening date-palm grove — Bird Flock Over Field

AI segmentation flagging a yellowed patch of crop disease spreading along a tomato row — Crop Disease Patch

AI segmentation flagging a standing water pool from a leaking irrigation line in a date-palm row — Irrigation Leak

AI segmentation flagging a downed cow carcass in a livestock paddock — Animal Mortality

Fire, Spill & Restricted Zones

AI segmentation outlining flames and smoke rising from a hay barn — Barn & Field Fire

AI segmentation flagging a pesticide drum leaking its contents onto packed soil — Chemical Spill

AI segmentation flagging a manure lagoon overflowing its containment berm — Manure Lagoon Breach

AI segmentation flagging an unauthorized worker opening a locked pesticide storage cage — Pesticide Store Access

AI segmentation flagging a worker inside a grain silo with active auger motion — Worker in Silo

AI segmentation flagging a harvester entering a freshly-sprayed restricted-entry zone — Restricted Harvest Zone

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 cameras at the barn, gate, feed mill and pivot over RTSP and ONVIF

02

A compact edge GPU appliance processing video on site

Edge AI

Inference runs on a ruggedised, solar-capable on-farm unit, so footage and 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 livestock, worker PPE, vehicles, pests and field hazards on every frame

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 welfare or biosecurity alert, killing false alarms

05

Alert

Tiered alerts reach the herd manager, control room, farm foreman's phone and WhatsApp within seconds

06

Confirm

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

07

Dashboard

Every pen, gate, pivot and field alert appears on one dashboard, on a barn screen or a phone

08

An automatically generated safety report with charts and an audit trail

Report & audit

Herd, gate and spray reports, welfare KPIs and an immutable audit trail are generated automatically for audits and PDPL

The Monitoring Platform

One console for the herd manager and farm supervisor. Overview, events, cameras, livestock, zones, reports and live AI inspection, all in a single app. Every alert traces back to the camera that raised it, the pen or paddock it sits in, the moment it happened, and the confidence the AI gave it. Live today at viewkeepersa.com/VisualDefectDemo/hse.

HSE app overview: safety score, hazard breakdown, hottest zones and 3D zone map

HSE Monitoring · Overview

Live AI detection: livestock health, PPE, perimeter breach, pest outbreak, fire, biosecurity
your PTZ, fixed and thermal cameras across barns, gates and pivots on one live wall
Per-camera health and solar/4G link status
Herd manager verify, vet dispatch, and false-alarm workflow
Owner-ready daily, monthly, and welfare-evidence reports
Runs in the on-farm control room, no foreign cloud

Platform Walkthrough — Page by Page

07 · A

Seven pages, live in our farm app today. The images below come straight from the running build. These are the same screens your herd manager, vet and supervisor will open on day one.

viewkeepersa.com/VisualDefectDemo/hse

01 · Overview

The whole farm, one screen

The farm landing page. A live herd-welfare score, worker PPE compliance, open welfare events and critical incidents run across the top, next to cameras online and mean response time. Below sits a 24-hour detection breakdown, the hottest pens ranked, and a 3D map of pens, gates and fields.

Welfare ScoreDetection BreakdownHottest Pens3D Farm Map

Every welfare and biosecurity event, triaged

viewkeepersa.com/VisualDefectDemo/hse/events

02 · Events

Every welfare & biosecurity event, triaged

The working queue of farm events. Each one tagged by type, with the camera and pen that caught it, a severity, a confidence score and a status. The herd manager verifies, assigns or closes, and the response clock keeps the team honest.

36 Event TypesSeverity RoutingEvidence SnapshotResponse Clock

The barn, gate and field cameras, at a glance

viewkeepersa.com/VisualDefectDemo/hse/cameras

03 · Cameras

The barn, gate & field cameras, at a glance

Every connected camera by barn, gate, pen and field, with live thumbnails, online status and the detections it raised. The supervisor sees what needs attention before the morning round.

Live ThumbnailsPer-BarnOnline StatusLast Event

viewkeepersa.com/VisualDefectDemo/hse/workers

04 · Workers

KSA farm workforce rules, watched

Farm workforce safety built for the Kingdom: heat-stress risk levels, the summer midday-work ban window, PPE compliance per crew at spraying and in the silo, and lone-worker flags in remote paddocks, so the rules audits keep are kept automatically.

Heat StressMidday BanSpray PPELone Worker

Pens, gates and restricted zones, drawn and enforced

viewkeepersa.com/VisualDefectDemo/hse/zones

05 · Zones

Pens, gates & restricted zones, drawn and enforced

Farm zones drawn on the property plan and the 3D model: quarantine pens, manure lagoons, pesticide stores, restricted harvest rows. Each zone carries its own rules, and any intrusion shows up in Events with the zone attached.

Zone Rules3D ModelQuarantine PensIntrusion Link

Ready for the welfare and biosecurity audit

viewkeepersa.com/VisualDefectDemo/hse/reports

06 · Reports

Ready for the welfare audit

Herd, gate and spray-log summaries, PPE compliance exports and welfare-evidence packs, generated automatically and exportable for welfare and biosecurity reviews. One click, and the record is in your inbox.

Herd SummarySpray LogEvidence PackWelfare Audit

viewkeepersa.com/VisualDefectDemo/hse/inspect

07 · Inspect

Point the AI at any field or barn

A live AI scan page: drop in drone footage or pick a barn camera, and the engine outlines livestock, PPE, vehicles, pests and crop anomalies on the spot. The fastest way to see the detection quality on your own scenes.

Live ScanDrone FootageInstant MasksYour Scenes