Manual Inspection Misses Defects
Fatigue and subjective judgment miss defects.
AI Visual InspectionReal-Time Detection and Traceability
AIWinOps and WinEdge combine AI image recognition and machine vision for defect inspection, safety monitoring and SOP audits, routing anomaly alerts into your follow-up workflows.
WHY AI VISUAL INSPECTION
Manual Inspection Can MissCritical Defects
Fatigue, labor costs and missing records make quality and safety harder to manage.
Inspection Labor Costs Keep Rising
Patrols and monitoring drive labor costs up.
No Alerts or Image Traceability
Anomalies go unseen, with no evidence left.
Benefits
Catch issues sooner, reduce routine checks and keep results traceable.
95%+Anomaly Detection Rate
Catch more issues
Catch subtle defects and anomalies in real time, reducing escapes, complaints and safety incidents.
24/7Continuous AI Monitoring
Cut routine checks
AI reviews footage 24/7, reducing the manpower needed for manual patrols and repetitive monitoring.
100%Traceable Images
Keep a clear record
Images and event records are saved automatically, keeping every inspection traceable and auditable.
95%+Anomaly Detection Rate
Catch more issues
Catch subtle defects and anomalies in real time, reducing escapes, complaints and safety incidents.
24/7Continuous AI Monitoring
Cut routine checks
AI reviews footage 24/7, reducing the manpower needed for manual patrols and repetitive monitoring.
100%Traceable Images
Keep a clear record
Images and event records are saved automatically, keeping every inspection traceable and auditable.
Applications
Apply visual inspection wherever people need to spot defects or risks.
SCENE 01 / 06
Panel / Component Defect Detection
Scratches, stains, discoloration, breakage, foreign objects — even tiny defects caught in real time
Factory / Construction Site Safety Inspection
Missing protective gear, entry into restricted zones, smoke and fire — instant alerts on safety anomalies
SOP Behavior Recognition
Checks work steps and action sequence, flagging missed steps on the spot
AI Smart Parking Management
Space occupancy, license plate recognition, entry and exit control — traffic status at a glance
Webbing / Textile Production Monitoring
Fabric defects, broken yarn, weave anomalies — intercepted on the line before they ship
Produce Spoilage Detection
Rot, mold, bruising and appearance defects — freshness and shipping quality checked in real time
Production Line QC AreaHow It Works
Train your models, deploy them on site, and review every result through one streamlined workflow.
01STEP
AI learns the key visual features
AIWinOps builds a model from a small set of sample images and catches subtle defects that conventional AOI often misses.
02STEP
Real-time inference on the shop floor
WinEdge runs the model on site, so every image is analyzed as it is captured and your data never leaves the plant.
03STEP
Automated review with full traceability
Every image, result and event is saved automatically, giving quality, safety and audit teams a complete record.
AI learns the key visual features
AI learns the key visual features
AIWinOps builds a model from a small set of sample images and catches subtle defects that conventional AOI often misses.
Real-time inference on the shop floor
Real-time inference on the shop floor
WinEdge runs the model on site, so every image is analyzed as it is captured and your data never leaves the plant.
Automated review with full traceability
Automated review with full traceability
Every image, result and event is saved automatically, giving quality, safety and audit teams a complete record.
Industrial hardware keeps your models and data on site.
Your data, models and compute stay under your own control — an AI architecture you own end to end.
APLEX AVS-553
Fanless industrial PC for high-speed vision; expandable with RTX 5080.
APLEX AVS-P710
Rack-mount server for multi-task image recognition.
NVIDIA GB10
NVIDIA GB10 chip for large language and large vision models.
Multi-source image capture
Basler, line scan, IP camera and webcam devices supported.
APLEX AVS-553
Fanless industrial PC for high-speed vision; expandable with RTX 5080.
APLEX AVS-P710
Rack-mount server for multi-task image recognition.
NVIDIA GB10
NVIDIA GB10 chip for large language and large vision models.
Multi-source image capture
Basler, line scan, IP camera and webcam devices supported.
Powered By
Want the technical details? Meet the two engines behind this solution.
Contact
Could AI vision improve your site?
Book a free consultation. We'll assess feasibility for your site and recommend an implementation plan and use cases.