
Automated Optical Inspection (AOI)
In automated optical inspection (AOI), a machine takes over the task of inspecting components during or after the manufacturing process. Images of the workpiece or assembly to be inspected are taken, which are then analyzed and evaluated with the aid of software. By using automated optical inspection, you get precise results in the shortest possible time.
Find out here exactly how an inspection with AOI works and what the advantages are compared to manual optical inspection.
What is an Automated Optical Inspection and why is it so important?
Optical inspection is a method of testing components within the manufacturing process and evaluating the quality of the finished product. If defects occur in the process, they can be quickly optimized and the defective product can be removed from the production line. In the case of pseudo-defects, the automated optical inspection system learns to tolerate this defect in the future. This saves time and resources.
The inspection process can be performed as a manual optical inspection by the user. In this case, microscopes are usually used as inspection systems. However, there are many machines and systems that can detect defects automatically. In this case, the term automated optical inspection is used. Originally, the term AOI originated in the electrical industry for the inspection of printed circuit boards (PCB). This involved inspecting the solder joints of the PCBs for defects with AOI. In the meantime, however, AOI generally refers to quality assurance based on image processing or machine vision.
Automated optical inspection plays a very important role in quality control and assurance. It not only delivers fast and precise results, saving time and resources. Above all, the results are reproducible and are automatically documented. AOI systems learn very quickly and can be set precisely to the quality control inspection parameters. If the machine classifies a defect, the user can manually look at the faulty workpiece. If the defect was detected correctly, it is a true defect and this information is saved in the AOI system. However, if the user decides that the defect on the part is still within the tolerances, it is a pseudo defect. The machine also learns from this and will no longer identify this defect as an error in the future.
Automated optical inspection is used for quality assurance in these application areas, among others:
- Object identification
- Completeness check
- Presence/absence check
- Defect, pattern and position detection
- 3D inspection
- Component measurement
- Recognition of data matrix and barcodes
How does an Automated Optical Inspection work?

Due to the increasing complexity of workpieces and assemblies, 3D AOI in particular is becoming more and more important in order to further improve quality assurance. To perform an inspection of the components with an AOI, either scanners or cameras are used. The scanners move once over the component to be inspected and capture images in the process. With cameras, the AOI process is slightly different. One or more cameras are pointed at the part and moved over the area to be inspected in a stop-and-go fashion. AOI with scanners or cameras can be used in both inline and atline systems.
Inline means that the measurement and quality control of components or assemblies happens directly on the shop floor. The system is usually loaded by machine, so production and inspection are fully automated.
In an at-line or stand-alone system, the loading is done manually, because measurement and inspection of the workpieces takes place outside of production. This means that the component to be inspected is removed from production and analyzed in a separate quality laboratory. Inspection with an AOI in the external measuring room is not exposed to the harsh influences of the production environment.

Regardless of whether the inspection takes place inline or atline, software is used to evaluate the images captured by the AOI using cameras or scanners. This provides precise results in a clear reporting system. In this software, specific inspection characteristics can be defined, which the components must fulfill during production. If the software detects a deviation, it declares the workpiece to be defective. If possible, the defect is repaired or the component is removed from the production process. If the defect is still within the tolerances and the part is classified as a good part by a user, the software remembers the pseudo-defect and tolerates future workpieces with the same defect. Accordingly, quality control is constantly improved by AOI programming and machine learning during the process.
The suitable AOI System at ZEISS
The Advantages of Automated over Manual Optical Inspection
The process of AOI has clear advantages over manual optical inspection.
This is because manual optical inspection presents various challenges to the user:
- The human eye can miss defects more easily
- Manual inspection cannot be performed without microscopes due to the very fine structures of the components
- The result of the inspection can differ depending on the condition of the user
- Depending on the user, the result may also differ, because each person judges differently
- Users need to take breaks and can tire quickly due to the work, which requires a high level of concentration
Automated optical inspection provides the optimal solution to these challenges, delivering accurate and reproducible results at high speed.
The benefits of automated optical inspection systems:
- Faster inspection and reproducible results
- High quality results
- Can detect defects early
- Fewer rejects
- Optimization of costs
- Better quality assurance
- Whether a pseudo or real defect is present can still be checked by an expert afterwards