Manual Inspection
People fatigue, distraction, and shift-to-shift inconsistency leave quality to chance.
3D Automated
Vision Inspection
Inspect complex manufactured parts for surface, geometry, dimensional, and
assembly defects using multi-view imaging and depth data in real time.
Up to 30%
lower defect-related losses
Up to 25%
higher line efficiency
100%
inline inspection coverage
Stop Defects in
Complex 3D Parts
from
Escaping Inspection
Some defects cannot be evaluated reliably from a single 2D image. Variations in depth, profile, shape, dimensions, and assembly condition require inspection methods that understand the three-dimensional structure of the part.
Sample-Based Checks
Only a fraction of production is ever seen — the rest ships uninspected.
Rule-Based Vision
Rigid rules break the moment material, lighting, or defect type changes.
Built for the
Defects That Depend on
Shape, Depth, and Geometry
When product acceptance depends on more than visible surface appearance, AIxAm provides three-dimensional inspection configured around the part and its quality requirements.
Less Setup, Faster Start.
Most AI inspection projects slow down before they begin because teams need to collect and label enough defect examples. AIxAm removes that delay. Its next-generation AI detection model learns from just a few images of acceptable products and flags meaningful deviations, without needing to be trained on every possible defect type in advance.
"This matters when defects are rare, inconsistent, unpredictable, or difficult to reproduce."
WHAT THAT MEANS FOR YOUR TEAM:
Faster inspection feasibility assessment
Less upfront data collection
Faster setup for new products or material changes
Better coverage for irregular or unexpected defects
What AIxAm Helps You Improve
For Operations
- Reduce scrap and rework
- Detect defective parts earlier in production
- Improve yield and margin
- Reduce dependency on manual inspection
- Improve visibility across the inspection process
For Quality
- Improve consistency of quality decisions
- Increase inspection coverage
- Identify defect location
- Create traceable inspection records
- Maintain an audit trail for inspected parts
A Turnkey 3D Inspection System, Not Just an AI Model
AIxAm is delivered as an end-to-end inspection system configured around the part geometry, defect profile, dimensional requirements, cycle time, handling method, installation space, and production environment.
AIxInsight
AI Detection
AIxLight
AIxCore
Operator Review
PLC / MES
Industrial cameras
A deployment can include:
3D Imaging and Sensing
- Multi-view industrial imaging
- Depth-sensing technology selected for the application
- Application-specific camera and sensor positioning
AI Processing
- On-premise industrial edge processing
- Machine-vision algorithms for surface and geometry inspection
- Models tuned around your criteria
Inspection &
Traceability
- Local inspection records and traceability through AIxInsight
- Operator review and inspection reporting
Production Integration
- PLC and MES integration
- Robot or sorting integration for automated rejection
Designed for Real Real Production Constraints
AIxAm is configured for the actual product, inspection station, handling process, and quality criteria. It can
be deployed in-line, at-line, or at the end of the production process.
Lighting conditions
Camera placement
Line speed
Material variation
Existing equipment
Product movement
Installation Limits
Operator workflow
Part Geometry
From 3D Capture to Production Action
01
Capture
Industrial cameras and lighting capture the product surface.
02
Detect
Advanced visual AI model identifies visible defects.
03
Review
Operators can review results through the inspection interface.
04
Record
Inspection data is stored for traceability and reporting.
05
Act
The system can send outputs to PLCs, robots, sorting systems, or rejection mechanisms.
06
Analyze
Inspection data can feed AIxInsight and AIxCause for trend monitoring and root-cause investigation.
Relevant Applications
Surface and Geometry Inspection
Detect scratches, cracks, chips, dents, deformation, warpage, and other surface or structural anomalies.
Dimensional Inspection
Evaluate height, depth, profile, shape, and dimensional variation using calibrated 3D inspection.
Assembly Verification
Detect missing components, incomplete assembly, and component misalignment.
Feature-Presence Verification
Confirm that required features are present, complete, and positioned correctly.
AI Inspection Built
for Your Industry
Each industry has unique inspection demands. AI-innovate
configures every system accordingly.
Metal Manufacturing
Continuous inspection for scratches, dents, cracks, corrosion, weld defects, and surface imperfections.
Textile Manufacturing
Continuous inspection for fabric defects, loose threads, pattern irregularities, and surface variations.
Paper Manufacturing
Continuous inspection for tears, wrinkles, holes, stains, coating defects, and edge cracks.
Packaging & Logistics
Continuous inspection for label errors, seal defects, damaged packages, barcode verification, and missing items.
Why Manufacturers Choose AIxAm
AI Inspection Results From
Real Production Lines
Case Study
AI-Powered Textile Defect Detection
Helping textile manufacturers automate quality inspection, reduce manual QC effort, and gain real-time insight into defect formation and production trends.
Industry
Textile Manufacturing
Application
Defect Detection
Technology
Machine Vision | Edge AI | Computer Vision
Deployment
Continuous Production Line
Case Study
AI-Powered Quality Assurance for Aluminum Strip Production
Helping aluminum manufacturers automate surface inspection, classify defects, and connect quality issues to process conditions in real time.
Industry
Aluminum / Metal Manufacturing
Application
Surface Quality Inspection and Process Optimization
Technology
Machine Vision | Edge AI | Computer Vision | Data Analytics
Deployment:
Production Line
Case Study
AI-Powered Polymer Surface Inspection
Helping polymer manufacturers automate visual inspection, detect surface anomalies, reduce manual QC effort, and improve production planning through AI-powered quality intelligence.
Industry
Polymer / Plastics Manufacturing
Application
Surface Defect Detection and Quality Assurance
Technology
Machine Vision | Edge AI | Computer Vision | Data Analytics
Deployment
Continuous Production Line
Case Study
AI-Powered Inspection for Continuous Metal Coating
Helping metal coating manufacturers detect surface defects, reduce manual QC effort, and connect coating quality issues to suppliers, raw materials, and production conditions.
Industry
Metal Coating / Manufacturing
Application
Coating Defect Detection
Technology
Machine Vision | Edge AI | Computer Vision | Data Analytics
Deployment
Continuous Production Line
Case Study
AI-Powered Quality Assurance for 3D Printing
Helping high-volume 3D printing operations detect major defects, identify early-stage failures, reduce waste, and improve production efficiency.
Industry
Additive Manufacturing / 3D Printing
Application
Defect Detection and Process Monitoring
Technology
AI | Machine Vision | Sensor Analytics | Time-Series Analysis
Deployment
Multi-Printer Production Environment
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Ready to Inspect
Beyond the
Surface?
Test whether AI inspection is suitable for your application before committing to a pilot or full deployment.
AIxLab provides early evidence, clearer technical direction, and a stronger basis for selecting the right inspection approach.