Presence
Confirm that the required component, product or pack item is present.
Vision inspection within Integration
See whether it is right.
Machine vision checks the details that identity alone cannot confirm. It can inspect presence, count, position, labels, packaging and product condition.
InspectClassifyCountVerify
What the camera must decide
Turn a visual rule into a repeatable check.
The right vision system combines lighting, optics, processing and rejection logic around a clearly defined inspection event.
Count
Check that the expected quantity is complete before the process moves forward.
Position
Verify placement, orientation and alignment against the production rule.
Label
Validate the right label, code or printed element where it must appear.
Packaging
Check closure, completeness and visible packaging condition.
Quality
Identify visible defects and classification differences at operational speed.
Vision plus identity
Know what it is and whether it passed.
When vision and traceability work together, an inspection result can become part of the product record. This supports stronger evidence and faster exception handling.
Inspection architecture
Control the image before interpreting it.
Consistent inspection depends on the full environment rather than the camera alone.
Define the defect
Translate the operational concern into a visual rule that can be tested.
Control the scene
Choose lighting, lens, position and trigger conditions around the product.
Make the decision
Use the right vision method to classify the result and identify exceptions.
Connect the action
Record, reject, alert or stop the process according to the required response.
Inspection becomes more useful when the result belongs to the product history.
What must be inspected?
Share the product, the defect and the speed of the process.