AI-Based Quality Control for Industry and Infrastructure

Maddox AI automates and optimizes a wide range of visual inspection tasks for leading industrial and infrastructure companies.

In industrial and infrastructure sectors, components must withstand high mechanical and environmental stresses. Maddox AI enables real-time monitoring of manufacturing quality, ensuring strict compliance with quality assurance production standards—from transport cables to sealing components for industrial plants.

Companies in mechanical engineering face increasing cost pressures

while having to meet strict quality requirements

Companies in mechanical engineering face increasing cost pressures while having to meet strict quality requirements
False Rejects Lead to Unnecessary Costs

When defect-free parts are mistakenly rejected, scrap rates and production costs rise, significantly reducing overall efficiency.

Customer Complaints Increase Workload and Strain Relationships

Defective products at the customer site lead to complaints, consuming time and resources while damaging customer trust.

Traditional Camera Systems Often Fail

Conventional inspection systems in industrial applications struggle with high production variability, leading to increased maintenance efforts, false rejects, and costly customer complaints.

“With Maddox AI, we took the first step toward automated visual inspection of brass cages—completely risk-free. The AI software analyzes different geometries and surfaces, reliably identifying defects. The next step is to integrate the technology into full-scale production.”

Vincent Kertscher

Production Engineering Manager

With Maddox AI, the following use cases in the industry and infrastructure sectors can be inspected:

Detection of irregularities and defects

To ensure the high quality of components in the industrial and infrastructure sectors, even when production batches exhibit slight visual variations.

Smoothness of the surface

Identification of irregularities, scratches, chips, or cracks on sensitive components such as seals or machine bearings to ensure smooth functionality and extended lifespan.

Detection of inclusions and foreign objects

Identification of inclusions, bubbles, or corrosion in critical components that could compromise their structural integrity, such as in transport cables or other stressed parts.

Detection of deformations

Identification of deformations, distortions, or mechanical damage that may occur during the manufacturing process or due to external stresses, ensuring the functionality and long-term durability of the components.

Precise component verification

Inspection of components to ensure they meet exact specifications and are assembled without errors, guaranteeing that all parts are correctly installed and suitable for operation.

Identification of cracks and fractures

Early detection of cracks or fractures that may occur on components such as transport cables or bearings, compromising their structure and safety. This allows for timely measures to be taken for repair or replacement.

Examination for correct assembly

Inspection for incorrectly mounted components or faulty alignments that could lead to malfunctions due to improper installation.

Reading of bar and QR codes

Recognition of codes for precise identification and verification of components and products.

Traceability of goods

Automate the traceability of goods, from storage to delivery, to ensure that each shipment can be accurately tracked and documented.

With Maddox AI, the following use cases in the industry and infrastructure sectors can be inspected:

Detection of irregularities and defects

To ensure the high quality of components in the industrial and infrastructure sectors, even when production batches exhibit slight visual variations.

Smoothness of the surface

Identification of irregularities, scratches, chips, or cracks on sensitive components such as seals or machine bearings to ensure smooth functionality and extended lifespan.

Detection of inclusions and foreign objects

Identification of inclusions, bubbles, or corrosion in critical components that could compromise their structural integrity, such as in transport cables or other stressed parts.

Detection of deformations

Identification of deformations, distortions, or mechanical damage that may occur during the manufacturing process or due to external stresses, ensuring the functionality and long-term durability of the components.

Precise component verification

Inspection of components to ensure they meet exact specifications and are assembled without errors, guaranteeing that all parts are correctly installed and suitable for operation.

Identification of cracks and fractures

Early detection of cracks or fractures that may occur on components such as transport cables or bearings, compromising their structure and safety. This allows for timely measures to be taken for repair or replacement.

Examination for correct assembly

Inspection for incorrectly mounted components or faulty alignments that could lead to malfunctions due to improper installation.

Reading of bar and QR codes

Recognition of codes for precise identification and verification of components and products.

Traceability of goods

Automate the traceability of goods, from storage to delivery, to ensure that each shipment can be accurately tracked and documented.

Discover how leading mechanical engineering companies use Maddox AI to reduce costs and increase production efficiency

Inspection of Medical Syringes

Surface defects such as impurities, burrs and cracks on tips of syringes can now be reliably checked automatically with the help of Maddox AI.

Inspection of Injection Molded Parts

Surface defects such as improper cutting edges, cracks, scratches, and contamination can be reliably and automatically identified on injection-molded parts with the help of Maddox AI.

Inspection of E-Modules

Maddox AI enables the reliable and automated identification of defects such as sheet metal damage, bubbles in the potting, damaged conductor paths and many more.

Karsten Jäger
Senior Account Executive

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