Deployment Cases

Not demos — inspections that ran on real lines.

Cases of hyperQ AI vision inspection applied across semiconductor, display, automotive, electronics, construction, and safety environments. Customer identities are kept confidential; only the inspection targets and outcomes are documented.

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By Industry

Narrow it down by industry.

Inspection screens are blurred to protect customer confidentiality. Only the detection results are shown.

Specialty valve surface and dimension inspection screen (blurred) — Actual inspection screen · blurred

Semiconductor

Specialty valve surface and dimensional inspection

Inspection of dents, scratches, and crush defects on SUS material, plus height and diameter dimensions

99.9%Detection rate

2 weeksDeployment time

Inspection within 0.8 seconds at Full HD
10㎛ resolution (finer precision possible with a different camera)

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Display

Panel glass surface inspection

Automated inline inspection of fine scratches, particle contamination, and dent defects on ultra-large panels

Up to 99.9%Detection rate

2.5 sec / panelInspection speed

Trains and detects even with defect data as scarce as one case per year
2.5 seconds total inspection even when merging at least 12 images
On-site model management and performance updates (AI training and labeling tools provided)

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Automotive

Seatbelt clip engraving inspection

OCR reading of laser engravings, QR/text mismatch detection, and safety certification logo presence inspection

99.9%Detection rate

1,000ms / partInspection speed

Handles over 8,000 types of laser engraving data
Consolidates dual inspection units into a single system

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Automotive

LiDAR pin fastening inspection

Missing-component inspection for bolts, pins, fasteners, and more (migrated from a legacy algorithm-based system)

99.9%Detection accuracy

Trained on just 100 images
300% productivity vs. the previous algorithm-based inspection

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Electronics

PCB component inspection

Inspection of missing components, misassembly, and leads (single-sided, multilayer, and double-sided PCBs)

2 weeksDeployment time

Deployed directly to the line with no separate training
Supports single-sided, multilayer, and double-sided PCBs

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New-build apartment crack inspection screen (blurred) — Actual inspection screen · blurred

Construction

New apartment crack inspection

Inspection for cracks on building exteriors

1 monthDeployment time

Provides the actual crack location via a 3D viewer
Minimizes manpower using drone-captured imagery

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Safety

Industrial safety monitoring

Fire detection, fall detection, worker abnormal-behavior and vital-sign analysis, with alerts

Existing CCTVInfrastructure

Uses existing CCTV
App and web dashboards with push notifications

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Packaging

Packaging pattern inspection

Inspection for typos, missing markings, and barcodes

2 weeksDeployment time

Deployed directly to the line with no separate training
Applied across various areas such as mix-in defects, typos, and omissions

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Semiconductor

Assembly socket surface inspection

Inspection for dents, scratches, burrs, and other defects on SUS and urethane materials

99.9%Detection rate

2 weeksDeployment time

Inspection within 1 second at Full HD
10㎛ resolution (finer precision possible with a different camera)

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Clamp ring plating inspection screen (blurred) — Actual inspection screen · blurred

Automotive

Clamp ring plating condition inspection

Inspection of nickel and zinc plating defects on S45C material

Inspects plating conditions that are impossible to identify by the naked eye
No additional sensors needed beyond the vision system
Inspects electroless and electrolytic nickel, plus electrolytic and hot-dip zinc plating alike

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Disc surface and dimension inspection screen (blurred) — Actual inspection screen · blurred

Automotive

Disc surface and dimensional inspection

Inspection of dents, scratches, and particles on brass material, plus inner and outer diameter dimensions

Particle inspection on highly reflective brass material
Inner and outer diameter inspection on highly contoured shapes

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Automotive

Weld sealing inspection

Checking weld sealing anomalies on automotive weld points and measuring weld-surface dimensions

Confirms weld sealing presence and anomalies
Measures weld-surface volume and dimensions via 3D scan

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Based on company performance records · 2026 · Detection rate per inspection line · Inspection screens blurred to protect customer confidentiality · Customer information undisclosed

Next Step

We validate the fit for your line with a paid pilot first.

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