AIET MACHINE VISION CAMERA INSPECTION

AIET |

AIET |

AIET |

Vision

Vision

Vision

Industrial Machine Vision for Smarter Quality Control

Automated inspection, defect detection, traceability, measurement and robot guidance solutions engineered for manufacturers across the UAE and GCC.

Machine Vision Applications

AIET delivers machine vision systems for automated inspection, identification, measurement and robot guidance, helping manufacturers across the GCC improve quality, traceability, throughput and process control.

Machine Vision Identification Traceability

Identification & Traceability

Read 1D barcodes, QR codes, Data Matrix codes, serial numbers and direct-part marks to identify products and maintain traceability throughout production.

OCR OCV Verification

OCR & Print Verification

Read and verify dates, batch codes, labels and printed or engraved characters using optical character recognition and optical character verification.

Presence and Assembly Verification

Presence & Assembly Verification

Confirm that components are present, correctly positioned, properly assembled and matched to the correct product before it moves to the next process.

Defect and Surface Inspection

Defect & Surface Inspection

Detect scratches, contamination, damage, missing material, colour variation and other surface or appearance defects during production.

Measurement and Dimensional Inspection

Measurement & Dimensional Inspection

Measure dimensions, gaps, angles, alignment, position and geometric features to confirm that parts remain within specified tolerances.

Robot Guidance and Positioning

Positioning & Robot Guidance

Locate parts, determine their position and orientation, and guide robots for pick-and-place, handling, assembly and automated inspection.

Machine Vision Solution Types

AIET delivers machine vision solutions ranging from compact vision sensors to advanced 2D, 3D and PC-based systems. We select and integrate the right platform for your inspection requirements, production environment and future automation needs.

BASIC APPLICATIONS

Vendor oversight

Vision Sensors

AIET supplies and integrates compact, self-contained vision sensors for straightforward inspections such as presence, absence, position and basic pass/fail checks. They are ideal where fast deployment and simple operation matter more than advanced measurement or complex programming.

Cognex AIET Visision Sensor
Cognex AIET 2D Vision Camera

SMART CAMERAS

Vendor oversight

2D Vision Systems

AIET delivers 2D machine vision systems to inspect, identify, measure and locate parts using standard image data. Typical applications include defect detection, OCR, barcode reading, assembly verification, dimensional checks and robot guidance where height information is not required.

3D Inspection

Vendor oversight

3D Vision Systems

AIET applies 3D vision where height, depth, shape or surface profile must be measured alongside position. These systems are suited to raised or recessed features, volume, warpage, surface form and the orientation of randomly presented parts.

AIET 3D Vision Line Profiler Snapshot Cognex

MACHINE VISION EXPLAINED

Vendor oversight

What is Machine Vision?

Machine vision uses industrial cameras, lighting, optics and image-processing software to automatically inspect, identify, measure and locate products during manufacturing.

Unlike manual inspection or periodic sampling, machine vision systems can inspect every part directly on the production line at high speed and with consistent criteria. Results can be used to make pass or fail decisions, control reject mechanisms, guide robots and record production data for traceability.

This helps manufacturers improve quality, increase throughput, reduce waste and maintain greater control over critical production processes

AIET MACHINE VISION CAMERA PCB INSPECTION

Why AIET | Vision

We deliver machine vision that works in the real world

Most vision projects fail not because of the camera — but because of poor lighting, incorrect optics, unclear requirements, or lack of integration with automation and data systems.


AIET combines 20+ years of applied vision engineering with automation, controls, and validation expertise to ensure systems don’t just detect defects — they deliver business outcomes

Application-First Engineering

Inspection requirements defined before hardware is selected

Inspection requirements defined before hardware is selected

Inspection requirements defined before hardware is selected

Cameras, optics and lighting selected only after the inspection challenge is understood

Cameras, optics and lighting selected only after the inspection challenge is understood

Cameras, optics and lighting selected only after the inspection challenge is understood

Feasibility testing available to prove difficult applications before full investment

Feasibility testing available to prove difficult applications before full investment

Feasibility testing available to prove difficult applications before full investment

The Right Technology, Properly Applied

Vision sensors, 2D, 3D and PC-based platforms selected according to the application

Vision sensors, 2D, 3D and PC-based platforms selected according to the application

Vision sensors, 2D, 3D and PC-based platforms selected according to the application

Solutions sized around accuracy, speed, complexity and future production needs

Solutions sized around accuracy, speed, complexity and future production needs

Solutions sized around accuracy, speed, complexity and future production needs

Access to proven global technologies without forcing every project onto one platform

Access to proven global technologies without forcing every project onto one platform

Access to proven global technologies without forcing every project onto one platform

Complete Production Integration

Integration with PLCs, HMIs, robots, conveyors and reject mechanisms

Integration with PLCs, HMIs, robots, conveyors and reject mechanisms

Integration with PLCs, HMIs, robots, conveyors and reject mechanisms

Standalone stations, production-line retrofits and complete turnkey systems

Standalone stations, production-line retrofits and complete turnkey systems

Standalone stations, production-line retrofits and complete turnkey systems

Pass/fail control, recipe handling, image storage and production-data connectivity

Pass/fail control, recipe handling, image storage and production-data connectivity

Pass/fail control, recipe handling, image storage and production-data connectivity

From Concept to Long-Term Support

Engineering, build, commissioning and operator training

Engineering, build, commissioning and operator training

Engineering, build, commissioning and operator training

FAT, SAT and validation documentation available where required

FAT, SAT and validation documentation available where required

FAT, SAT and validation documentation available where required

Local support across the UAE and GCC, backed by global technology partners

Local support across the UAE and GCC, backed by global technology partners

Local support across the UAE and GCC, backed by global technology partners

Our technology partners

We work with proven global platforms in machine vision, 3D metrology, AI inspection, robotic guidance, and industrial automation — selecting the right hardware and software for each application, not just one vendor’s catalogue.

NeuroCheck
NeuroCheck
Tagarno
Tagarno
Sensofar
Sensofar
GelSight
GelSight
AIET MACHINE VISION INSPECTION PRODUCTION LINE

AIET | Vision

Why machine vision?

Smart manufacturing requires more than sensors and dashboards — it requires reliable, automated quality.
Machine vision removes human subjectivity, increases yield, enables compliance, and turns production data into competitive advantage.

Reduce scrap and rework

Defects detected at source, not downstream

Reduce scrap and rework

Defects detected at source, not downstream

Reduce scrap and rework

Defects detected at source, not downstream

Enable full digital traceability

Serialisation, code reading, and audit-ready logging

Enable full digital traceability

Serialisation, code reading, and audit-ready logging

Enable full digital traceability

Serialisation, code reading, and audit-ready logging

Improve throughput and uptime

Inline, real-time inspection without slowing production

Improve throughput and uptime

Inline, real-time inspection without slowing production

Improve throughput and uptime

Inline, real-time inspection without slowing production

Support regulated industries

Pharma, aerospace, defence, and medical compliance ready

Support regulated industries

Pharma, aerospace, defence, and medical compliance ready

Support regulated industries

Pharma, aerospace, defence, and medical compliance ready

Machine Vision Applications by Industry

We deploy advanced 2D, 3D and AI-powered inspection systems across the UAE’s most demanding sectors — from aerospace to oil & gas.
Our role isn’t to sell cameras. It’s to engineer reliable, production-ready vision systems that improve quality, reduce rework, and enable smarter manufacturing at scale.

Aerospace & Defence Manufacturing

Engineered vision systems for aerospace-grade quality control, full digital traceability, and repeatable, high-precision inspection at scale.

Surface defect detection on machined metal & composite parts

Surface defect detection on machined metal & composite parts

Surface defect detection on machined metal & composite parts

Sealant, rivet, fastener presence/position verification

Sealant, rivet, fastener presence/position verification

Sealant, rivet, fastener presence/position verification

3D metrology for turbine blades, casings, structural parts

3D metrology for turbine blades, casings, structural parts

3D metrology for turbine blades, casings, structural parts

OCR/serialisation for defence-grade traceability

OCR/serialisation for defence-grade traceability

OCR/serialisation for defence-grade traceability

High-speed 2D/3D inspection on assembly lines

High-speed 2D/3D inspection on assembly lines

High-speed 2D/3D inspection on assembly lines

Deep-learning defect detection for castings, extrusions, injection moulding

Deep-learning defect detection for castings, extrusions, injection moulding

Deep-learning defect detection for castings, extrusions, injection moulding

Vision-guided robot pick & place / assembly alignment

Vision-guided robot pick & place / assembly alignment

Vision-guided robot pick & place / assembly alignment

Vision-enabled SPC and quality dashboards

Vision-enabled SPC and quality dashboards

Vision-enabled SPC and quality dashboards

Advanced Manufacturing & Smart Factories

High-performance machine vision for automated quality control, robotic validation, and real-time production analytics — built to support UAE smart factory upgrades, Industry 4.0 programmes, and fully digitised production lines.

Aviation & MRO

Engineered inspection systems for aircraft maintenance, overhaul, and component lifecycle control — enabling repeatable digital inspections, reduced turnaround time, and full traceability from service bay to flight line.

Automated inspection of wear, cracks, corrosion on engine or airframe components

Automated inspection of wear, cracks, corrosion on engine or airframe components

Automated inspection of wear, cracks, corrosion on engine or airframe components

Tool / jig / fixture verification before release to maintenance floor

Tool / jig / fixture verification before release to maintenance floor

Tool / jig / fixture verification before release to maintenance floor

Vision-based documentation for digital maintenance records

Vision-based documentation for digital maintenance records

Vision-based documentation for digital maintenance records

Robotic inspection for repeatable, high-resolution imaging

Robotic inspection for repeatable, high-resolution imaging

Robotic inspection for repeatable, high-resolution imaging

Flexible R&D vision cells for prototyping and AI model training

Flexible R&D vision cells for prototyping and AI model training

Flexible R&D vision cells for prototyping and AI model training

Academic licence deployment of vision + metrology software

Academic licence deployment of vision + metrology software

Academic licence deployment of vision + metrology software

Machine vision platforms for robotics labs and UAE talent development

Machine vision platforms for robotics labs and UAE talent development

Machine vision platforms for robotics labs and UAE talent development

Custom datasets and measurement rigs for applied research

Custom datasets and measurement rigs for applied research

Custom datasets and measurement rigs for applied research

Research, Universities & Innovation Labs

Flexible vision platforms for prototyping, robotics research, and AI model development — enabling UAE laboratories and accelerators to test, validate, and scale next-generation manufacturing technologies.

Government, Free Zones & National Industrial Programmes

Machine vision expertise to support industrial transformation initiatives, capability audits, and factory upgrade programmes — bridging policy, funding, and real-world deployment across the UAE manufacturing ecosystem.

Factory capability assessments for Smart Manufacturing grants

Factory capability assessments for Smart Manufacturing grants

Factory capability assessments for Smart Manufacturing grants

Benchmarking audits using real production vision data

Benchmarking audits using real production vision data

Benchmarking audits using real production vision data

Prototype validation labs for SMEs entering advanced manufacturing

Prototype validation labs for SMEs entering advanced manufacturing

Prototype validation labs for SMEs entering advanced manufacturing

National standards support: traceability, 21CFR, ISO, GAMP, etc.

National standards support: traceability, 21CFR, ISO, GAMP, etc.

National standards support: traceability, 21CFR, ISO, GAMP, etc.

End-to-End Machine Vision for Smart, High-Precision Manufacturing

End-to-End Machine Vision for Smart, High-Precision Manufacturing

From feasibility to factory deployment — we design, integrate, validate, and support machine vision systems that enable real-world quality, traceability, and automation in UAE industry.

Consultancy & Feasibility

Technical assessments, sample analysis, ROI modelling, and solution definition — before any hardware is specified.

Consultancy & Feasibility

Technical assessments, sample analysis, ROI modelling, and solution definition — before any hardware is specified.

Consultancy & Feasibility

Technical assessments, sample analysis, ROI modelling, and solution definition — before any hardware is specified.

Retrofit & Integrated Vision Systems

Adding vision to existing production lines, machines, robots, conveyors, or tooling — without requiring a full factory rebuild.

Retrofit & Integrated Vision Systems

Adding vision to existing production lines, machines, robots, conveyors, or tooling — without requiring a full factory rebuild.

Retrofit & Integrated Vision Systems

Adding vision to existing production lines, machines, robots, conveyors, or tooling — without requiring a full factory rebuild.

Turnkey Vision & Automation Cells

Complete engineered systems including cameras, lighting, robotics, motion, control, safety, data, and support — delivered standalone or inline.

Turnkey Vision & Automation Cells

Complete engineered systems including cameras, lighting, robotics, motion, control, safety, data, and support — delivered standalone or inline.

Turnkey Vision & Automation Cells

Complete engineered systems including cameras, lighting, robotics, motion, control, safety, data, and support — delivered standalone or inline.

Regulated Validation, Traceability & Data Integration

Full URS / DQ / IQ / OQ / PQ packages, audit-ready data export, MES/FIS connectivity, serialisation, and digital-quality reporting.

Regulated Validation, Traceability & Data Integration

Full URS / DQ / IQ / OQ / PQ packages, audit-ready data export, MES/FIS connectivity, serialisation, and digital-quality reporting.

Regulated Validation, Traceability & Data Integration

Full URS / DQ / IQ / OQ / PQ packages, audit-ready data export, MES/FIS connectivity, serialisation, and digital-quality reporting.

The latest Machine Vision insights from our team

See our most recent articles on Machine Vision Cognex smart cameras, barcode readers and NeuroCheck PC based solutions

The latest Machine Vision insights from our team

See our most recent articles on Machine Vision Cognex smart cameras, barcode readers and NeuroCheck PC based solutions

The latest Machine Vision insights from our team

See our most recent articles on Machine Vision Cognex smart cameras, barcode readers and NeuroCheck PC based solutions

Frequently asked questions

Common questions we’re asked before starting a machine vision project

Schedule a call

Let’s talk about your application and how AIET Group can help you.

Do you prefer email? We're available at:

Schedule a call

Let’s talk about your application and how AIET Group can help you.

Do you prefer email? We're available at:

How do you scope a machine vision project?
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We begin with a technical review to define the product, inspection requirements, defect criteria, cycle time, environmental conditions, and data or traceability needs. From there, we outline the recommended approach, solution options, and next steps, whether that leads to a feasibility study, concept design, or full project proposal.

What if we don’t have an automation or controls team?
icon

No problem. We can deliver full turnkey systems including mechanical integration, PLC/HMI interfaces, robotics, and data pipelines — or work alongside your existing machine builder or systems integrator. If required, we also support operator training and long-term maintenance plans.

Do you support validation and regulated environments (e.g. aerospace, medical, defence)?
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Yes. We build systems that comply with GAMP, FDA 21 CFR Part 11, cleanroom and defence-grade traceability requirements. Validation documentation (URS, DQ, IQ, OQ, PQ, FAT/SAT) can be provided as part of the project scope.

Can systems be retrofitted to existing machines or production lines?
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Yes. Most of our work involves upgrading legacy lines without disrupting production. We can add vision to existing equipment, conveyors, robot cells, manual inspection stations, or as a standalone QC cell with minimal footprint.

Do you work with UAE-based suppliers, or global technology platforms?
icon

We partner with leading global vision and metrology manufacturers today, while building a UAE-based delivery and support capability. Hardware is sourced from the best global platforms, but integration, service and long-term system ownership will be increasingly localised as the UAE smart manufacturing ecosystem grows.

How do you scope a machine vision project?
icon

We begin with a technical review to define the product, inspection requirements, defect criteria, cycle time, environmental conditions, and data or traceability needs. From there, we outline the recommended approach, solution options, and next steps, whether that leads to a feasibility study, concept design, or full project proposal.

What if we don’t have an automation or controls team?
icon

No problem. We can deliver full turnkey systems including mechanical integration, PLC/HMI interfaces, robotics, and data pipelines — or work alongside your existing machine builder or systems integrator. If required, we also support operator training and long-term maintenance plans.

Do you support validation and regulated environments (e.g. aerospace, medical, defence)?
icon

Yes. We build systems that comply with GAMP, FDA 21 CFR Part 11, cleanroom and defence-grade traceability requirements. Validation documentation (URS, DQ, IQ, OQ, PQ, FAT/SAT) can be provided as part of the project scope.

Can systems be retrofitted to existing machines or production lines?
icon

Yes. Most of our work involves upgrading legacy lines without disrupting production. We can add vision to existing equipment, conveyors, robot cells, manual inspection stations, or as a standalone QC cell with minimal footprint.

Do you work with UAE-based suppliers, or global technology platforms?
icon

We partner with leading global vision and metrology manufacturers today, while building a UAE-based delivery and support capability. Hardware is sourced from the best global platforms, but integration, service and long-term system ownership will be increasingly localised as the UAE smart manufacturing ecosystem grows.

How do you scope a machine vision project?
icon

We begin with a technical review to define the product, inspection requirements, defect criteria, cycle time, environmental conditions, and data or traceability needs. From there, we outline the recommended approach, solution options, and next steps, whether that leads to a feasibility study, concept design, or full project proposal.

What if we don’t have an automation or controls team?
icon

No problem. We can deliver full turnkey systems including mechanical integration, PLC/HMI interfaces, robotics, and data pipelines — or work alongside your existing machine builder or systems integrator. If required, we also support operator training and long-term maintenance plans.

Do you support validation and regulated environments (e.g. aerospace, medical, defence)?
icon

Yes. We build systems that comply with GAMP, FDA 21 CFR Part 11, cleanroom and defence-grade traceability requirements. Validation documentation (URS, DQ, IQ, OQ, PQ, FAT/SAT) can be provided as part of the project scope.

Can systems be retrofitted to existing machines or production lines?
icon

Yes. Most of our work involves upgrading legacy lines without disrupting production. We can add vision to existing equipment, conveyors, robot cells, manual inspection stations, or as a standalone QC cell with minimal footprint.

Do you work with UAE-based suppliers, or global technology platforms?
icon

We partner with leading global vision and metrology manufacturers today, while building a UAE-based delivery and support capability. Hardware is sourced from the best global platforms, but integration, service and long-term system ownership will be increasingly localised as the UAE smart manufacturing ecosystem grows.