# Applications

Versatile AI vision solutions that redefine quality control across manufacturing processes. From detecting subtle surface defects to verifying intricate assemblies, we ensure high standards and efficiency.

**Surface Inspection**  
Detect surface defects, scratches, and cosmetic imperfections on metal, plastic, and film materials.  
Scratch Detection, Overspray, Contaminant Detection  
[Learn more](/content/applications/surface-inspection/index.html)

**Assembly Verification**  
Ensure proper component placement, seating, and assembly completeness on production lines.  
Connector Seating, Presence Check, Gap Detection  
[Learn more](/content/applications/assembly-verification/index.html)

**Component Inspection**  
Detailed inspection of individual components to detect critical dimensional and structural flaws.  
Radiator QC, Piping Integrity, Motor Coils  
[Learn more](/content/applications/component-inspection/index.html)

**General Defect Detection**  
Comprehensive defect detection for complex parts with a broad range of potential issues.  
Crack Detection, Foreign Objects, Anomaly Analysis  
[Learn more](/content/applications/general-defect/index.html)

**Joining Quality**  
Inspect welds, solder joints, and fastener connections for structural integrity and reliability.  
Weld Inspection, Solder Defects, Laser Soldering  
[Learn more](/content/applications/joining-quality/index.html)

**Molded Part Integrity**  
Quality control for injection molded components — flash, sink marks, short shots, warpage, and more.  
Flash Detection, Sink Marks, Warpage  
[Learn more](/content/applications/molded-part-integrity/index.html)

**Fill Level & Coverage**  
Verify proper material application, sealant coverage, and fill levels with precision AI vision.  
Sealant Inspection, Coverage Analysis, Dispensing QC  
[Learn more](/content/applications/fill-level-coverage/index.html)

**OCR & Text Recognition**  
Read and verify text, codes, serial numbers, and labels on any surface — even curved or reflective.  
Lot Codes, VIN Reading, Label Verification  
[Learn more](/content/applications/ocr/index.html)

**Metal Stamping**  
Real-time defect detection for progressive die and transfer stamping operations at production speed.  
Crack & Split, Burr Detection, Die Forming  
[Learn more](/content/applications/metal-stamping/index.html)