Use cases
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.

Laser Welding
Catch ghost welds, porosity, spatter, and penetration faults on battery cells, shielding cans, and bus bars.
Laser Welding
Catch ghost welds, porosity, spatter, and penetration faults on battery cells, shielding cans, and bus bars.

Hot Bar Soldering
Fine-pitch solder QC on FPC, ZIF, and BGA assemblies. Bridges, cold joints, voiding, and tin balls caught in real time.
Hot Bar Soldering
Fine-pitch solder QC on FPC, ZIF, and BGA assemblies. Bridges, cold joints, voiding, and tin balls caught in real time.

PCB & FPC Inspection
Populated board QC, flex circuit defect detection, and unified cosmetic + functional inspection on a single platform.
PCB & FPC Inspection
Populated board QC, flex circuit defect detection, and unified cosmetic + functional inspection on a single platform.

Connector Pin Inspection
Bent pins, true position, seating depth, and plating defects on high-density connectors and pin arrays.
Connector Pin Inspection
Bent pins, true position, seating depth, and plating defects on high-density connectors and pin arrays.

Surface Inspection
Detect surface defects, scratches, and cosmetic imperfections on metal, plastic, and film materials.
Surface Inspection
Detect surface defects, scratches, and cosmetic imperfections on metal, plastic, and film materials.

Assembly Verification
Ensure proper component placement, seating, and assembly completeness on production lines.
Assembly Verification
Ensure proper component placement, seating, and assembly completeness on production lines.

Component Inspection
Detailed inspection of individual components to detect critical dimensional and structural flaws.
Component Inspection
Detailed inspection of individual components to detect critical dimensional and structural flaws.

General Defect Detection
Comprehensive defect detection for complex parts with a broad range of potential issues.
General Defect Detection
Comprehensive defect detection for complex parts with a broad range of potential issues.

Molded Part Integrity
Quality control for injection molded components - flash, sink marks, short shots, warpage, and more.
Molded Part Integrity
Quality control for injection molded components - flash, sink marks, short shots, warpage, and more.

Fill Level & Coverage
Verify proper material application, sealant coverage, and fill levels with precision AI vision.
Fill Level & Coverage
Verify proper material application, sealant coverage, and fill levels with precision AI vision.

Vision Guided Robotics
The camera locates the part and gives the robot a coordinate, so the fixture does not have to hold it perfectly.
Vision Guided Robotics
The camera locates the part and gives the robot a coordinate, so the fixture does not have to hold it perfectly.

Label Inspection
Verify label presence, placement within tolerance, print quality, and that the content is right for the batch.
Label Inspection
Verify label presence, placement within tolerance, print quality, and that the content is right for the batch.

Packaging Inspection
Seal integrity, cap and closure, fill level, pack count, and damage on every pack at line speed.
Packaging Inspection
Seal integrity, cap and closure, fill level, pack count, and damage on every pack at line speed.

OCR & Text Recognition
Read and verify text, codes, serial numbers, and labels on any surface - even curved or reflective.
OCR & Text Recognition
Read and verify text, codes, serial numbers, and labels on any surface - even curved or reflective.

Metal Stamping
Real-time defect detection for progressive die and transfer stamping operations at production speed.
Metal Stamping
Real-time defect detection for progressive die and transfer stamping operations at production speed.