Vision Engineering

Custom Computer Vision, Built for Your Environment

Turn any visual source into intelligence — cameras, sensors, scanners, or production lines. Custom models deployed on-prem, in the cloud, or at the edge, with alerts wired into the tools your team already uses.

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What We Do

End-to-end computer vision — from training to deployment

Data and Model Training

Models trained on your data — images, video, or sensor feeds from your specific environment. Not generic datasets.

Edge Deploy

Deploy on-premises on AI optimised devices, including NeuraIQ edge appliances — up to 30+ FPS real-time inference with zero cloud dependency.

System Integration

Connect any source — RTSP cameras, USB, PLCs, barcode scanners, IoT gateways. Push results to Slack, Teams, ERP, or REST API.

Monitoring and Retraining

Live dashboards track accuracy, latency, and drift. Automatic retraining from production data keeps your system sharp.

Capabilities

What can it see?

Detect

Spot people, vehicles, products, defects, or anomalies — in real time

Count

Track inventory, foot traffic, queue length, or production throughput automatically

Alert

Instant notifications to your phone, Slack, Teams, or ERP when rules are broken

Comply

Monitor PPE, restricted zones, hygiene, and SOPs around the clock

Safety violationsMissing PPERestricted zone entryUnauthorised accessDefective productsAssembly errorsSurface damageDimensional checksStock-outsShelf complianceQueue build-upPrice-tag verificationPackage damagePallet countingLoading-dock activityBarcode/QR scanningVehicle recognitionLicence platesGate controlParking automationCrowd densityFoot trafficDwell timeOccupancy limitsSpills and hazardsSmoke detectionFire riskTemperature anomaliesHygiene compliancePortion consistencyCross-contaminationHairnet/glove checks
Industry Examples

Computer vision across industries

ConstructionPPE & Site Safety

Detect helmets, vests, gloves, and harnesses in real time. Zone intrusion alerts and fall detection keep workers safe without manual monitoring.

  • Real-time helmet, vest, and glove detection
  • Zone intrusion & fall alerts
  • Zero-latency edge processing
  • Works with any RTSP camera
LIVE · PPE Safety Monitor
Construction computer vision

Construction

PPE & Site Safety

up to 30 FPS
< 2s
Alert latency
100%
On-premises
24/7
Monitoring

On-prem option · GDPR-ready · Data stays yours

How It Works

Five steps from assessment to a smarter system

1

Assess

Site visit, infrastructure audit, and use-case scoping.

2

Design

Architecture, model selection, and data strategy.

3

Build

Custom model training and hardware-optimised inference pipeline.

4

Deploy

Installation on your infrastructure — edge, cloud, or hybrid — calibration and go-live.

5

Refine

Continuous retraining from live detections — your system gets smarter.

Get Started

See how computer vision can empower your business

NeuraIQ will assess your environment, scope the use case, and deliver a production-ready vision system — on-prem or in the cloud.