Our Success Stories
Our Success Stories
Maddox AI has already automated numerous quality inspections in various industries and with different challenges. Read our case studies to learn more about inspection cases that have already been solved, what problems our customers had to deal with before implementing Maddox AI and to what extent they benefit from our individual solution.
Inspection of endoscopic clip-systems
Inspection of endoscopic clip-systems
Fully automated inspection of extruded products
Fully automated inspection of extruded products
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Automotive
Electronics
Energy Technology
Industry & Infrastructure
Consumer Goods
Food & Beverage
Logistics
Medical Devices & Pharma

Maddox AI’s fully automated 100% quality inspection reliably detects even the smallest defects on rubber parts with complex geometries.
Automotive
To Success Story

With Maddox AI, the inspection of bearing cages for industrial, railway, and maritime applications is now fully automated. Surface defects such as burrs, roughness, or material flaws are reliably detected—without manual inspectors and with consistently high inspection quality.
Industry & Infrastructure
To Success Story

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.
Automotive
To Success Story

Maddox AI automates the visual final inspection of pivot pins with high reliability and precision—even for complex surface geometries, demanding handling requirements, and zone-specific defect catalogs.
Automotive
To Success Story

Surface defects such as rust, stains, or chipping can be reliably identified with Maddox AI. This not only reduces customer complaints but also enables targeted optimizations in the manufacturing process.
Industry & Infrastructure
To Success Story

Retrofit
By integrating Maddox AI into the existing camera system, manual re-inspection of laser bars is significantly reduced, while detection quality is improved and the OK/NOK evaluation is standardized.
Industry & Infrastructure
To Success Story

Keyence-Retrofit
By upgrading to the Maddox AI software, an Keyence existing camera system was significantly improved. Pseudo-scrap was drastically reduced, eliminating the need for manual re-inspections and increasing process reliability.
Automotive
To Success Story

By combining an in-line inspection device with line-scan cameras and the Maddox AI software, sealing sheets are reliably and 100% inspected – even at high web speeds.
Industry & Infrastructure
To Success Story

Maddox AI’s fully automated quality inspection reliably detects various defects and impurities such as foreign bodies, bubbles, water droplets, hair and more.
Medical Devices & Pharma
To Success Story

Retrofit
Thanks to Maddox AI, a previously unstable inspection system was replaced with an AI-based solution that ensures reliable and continuous inspection of hoses after the extrusion process. By significantly reducing pseudo-scrap, manual effort, and recall actions, the cost efficiency of quality control was greatly improved.
Automotive
To Success Story

Maddox AI successfully automates the inspection of impact points, incorrectly mounted components and scratches on ball bearings.
Automotive
To Success Story

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.
Automotive
To Success Story

Maddox AI’s software, as well as the implementation of three individual camera systems, can reliably inspect surfaces, labels and imprints.
Consumer Goods
To Success Story

Keyence-Retrofit
Maddox AI can efficiently and reliably automate the inspection of surface defects, such as scratches, burns, or stripping cuts.
Automotive
To Success Story

Retrofit
By upgrading the existing camera system with Maddox AI’s software, the visual quality control of data cables is enhanced with AI-powered defect detection, making it not only more precise but also more consistent.
Electronics
To Success Story

Keyence-Retrofit
Maddox AI’s consistent, fully automated 100% quality inspection reliably detects defects in over 50 different product types.
Automotive
To Success Story

Maddox AI automates crack inspection of screw heads reliably and in real time. Even fine defects are detected precisely, while false rejects and manual re-sorting effort are significantly reduced.
Industry & Infrastructure
To Success Story

Maddox AI significantly reduces effort for weld and crack inspections on shipboard container cranes by automatically pre-sorting relevant damage sites and suspected defects.
Industry & Infrastructure
To Success Story

Keyence-Retrofit
Maddox AI retrofitted onto a Keyence system delivers robust 100% inline inspection of strip metal parts—catching slug marks, scratches, impact damage, and missing holes while cutting false rejects and manual readjustment.
Automotive
To Success Story

With Maddox AI, the labor-intensive manual visual inspection of punched parts is replaced by a scalable, AI-powered solution that delivers reliable results, reduces complaints, and enables significant personnel savings.
Automotive
To Success Story

Retrofit
Maddox AI automates 100% inline inspection of transmission housings and reliably detects defects such as chips, dents, cracks, porosity, missing material, scratches, contamination, and draw marks across multiple views.
Automotive
To Success Story

Maddox AI ensures stable and reliable surface inspection in foils production, preventing downtime and guaranteeing delivery capability at all times.
Food & Beverage
To Success Story

With Maddox AI, the inspection of medical microchips is carried out reliably and automatically—defects such as foreign particles, scratches, or overfilling are detected with precision. This ensures consistently high quality and maximum patient safety.
Electronics
To Success Story

With the use of Maddox AI, different capsule types can be reliably distinguished during a product changeover. This saves tens of thousands of capsules that were previously discarded as a precaution.
Food & Beverage
To Success Story

Maddox AI enables complete weld seam inspection on rainwater downpipes without having to rotate the component. This transforms the previously sample-based inspection into an efficient, automated process with high defect detection rates and significantly reduced personnel requirements.
Industry & Infrastructure
To Success Story

Maddox AI enables the reliable automation of surface inspections for metal objects, accurately detecting defects such as scratches and dents.
Automotive
To Success Story

Maddox AI enables the efficient and reliable automation of high-voltage cable inspections. It accurately detects and classifies surface defects such as holes, bubbles, weld marks, and other irregularities.
Energy Technology
To Success Story

Surface defects such as impurities, burrs and cracks on tips of syringes can now be reliably checked automatically with the help of Maddox AI.
Medical Devices & Pharma
To Success Story

Retrofit
Upgrading to Maddox AI Software optimized the existing camera system to the point that manual re-inspections became unnecessary. Maddox AI’s consistent, fully automated 100% quality inspection reliably detects defects such as wire breaks, knots, corrosion and many other types of defects.
Industry & Infrastructure
To Success Story

Thanks to Maddox AI’s device and software, incorrectly assembled components and other damages can be detected and tracked to a specific PCB.
Electronics
To Success Story

With Maddox AI, the visual inspection of dental implants is now fully automated. Critical defects such as foreign particles, scratches, or signs of corrosion are reliably detected to ensure the highest product quality and patient safety.
Medical Devices & Pharma
To Success Story

Whether cracks, chipping, or polishing defects — with Maddox AI, the visual inspection of SiC rings is carried out automatically, objectively, and efficiently, ensuring consistently high inspection accuracy even with large volumes.
Industry & Infrastructure
To Success Story

With Maddox AI, a centralized cloud platform was introduced where defect classes, reference standards (golden samples), and inspection rules are defined once and then deployed as identical inspection logic to every location.
Automotive
To Success Story

Maddox AI enables the reliable and automated identification of surface defects such as soiling, metallic abrasion, impact marks, scratches, chipping on ceramics and many other defects.
Energy Technology
To Success Story

Surface defects such as dents, burnt spots, or insulation faults can be reliably and automatically checked using Maddox AI.
Energy Technology
To Success Story

By integrating a rotating inspection cell with three cameras in combination with Maddox AI’s software, the plastic seals are reliably inspected 100% of the time.
Automotive
To Success Story

Maddox AI ensures that all relevant parts of a customer-specific order have been correctly mounted on a the customer’s tractor.
Industry & Infrastructure
To Success Story

Thanks to Maddox AI, the codes and labels on different cartons are reliably recognized, read, matched as well as rejected and re-evaluated in case of discrepancy.
Logistics
To Success Story

Keyence-Retrofit
By upgrading an existing Keyence vision system with Maddox AI, the quality inspection was taken to a new level. Thanks to Maddox AI, even the smallest defects in seals, pins, or plastic coatings of complex plastic–metal components can be reliably identified. The significant reduction in false rejects eliminated the need for manual re-inspections.
Electronics
To Success Story

Maddox AI enables the automated detection of typical coating defects such as scratches, inclusions, or paint residues – fully integrated into the customer’s existing robotic system.
Automotive
To Success Story

Keyence-Retrofit
Maddox AI enables reliable and fully automated visual inspection of filter components in high-volume automotive series production. Even defects that are difficult to detect and visually very similar to good parts can be identified precisely — while maintaining extremely short cycle times.
Automotive
To Success Story

Maddox AI’s fully automated 100% quality inspection reliably detects even the smallest defects on rubber parts with complex geometries.
Automotive
To Success Story

With Maddox AI, the inspection of bearing cages for industrial, railway, and maritime applications is now fully automated. Surface defects such as burrs, roughness, or material flaws are reliably detected—without manual inspectors and with consistently high inspection quality.
Industry & Infrastructure
To Success Story

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.
Automotive
To Success Story

Maddox AI automates the visual final inspection of pivot pins with high reliability and precision—even for complex surface geometries, demanding handling requirements, and zone-specific defect catalogs.
Automotive
To Success Story

Surface defects such as rust, stains, or chipping can be reliably identified with Maddox AI. This not only reduces customer complaints but also enables targeted optimizations in the manufacturing process.
Industry & Infrastructure
To Success Story

Retrofit
By integrating Maddox AI into the existing camera system, manual re-inspection of laser bars is significantly reduced, while detection quality is improved and the OK/NOK evaluation is standardized.
Industry & Infrastructure
To Success Story

Keyence-Retrofit
By upgrading to the Maddox AI software, an Keyence existing camera system was significantly improved. Pseudo-scrap was drastically reduced, eliminating the need for manual re-inspections and increasing process reliability.
Automotive
To Success Story

By combining an in-line inspection device with line-scan cameras and the Maddox AI software, sealing sheets are reliably and 100% inspected – even at high web speeds.
Industry & Infrastructure
To Success Story

Maddox AI’s fully automated quality inspection reliably detects various defects and impurities such as foreign bodies, bubbles, water droplets, hair and more.
Medical Devices & Pharma
To Success Story

Retrofit
Thanks to Maddox AI, a previously unstable inspection system was replaced with an AI-based solution that ensures reliable and continuous inspection of hoses after the extrusion process. By significantly reducing pseudo-scrap, manual effort, and recall actions, the cost efficiency of quality control was greatly improved.
Automotive
To Success Story

Maddox AI successfully automates the inspection of impact points, incorrectly mounted components and scratches on ball bearings.
Automotive
To Success Story

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.
Automotive
To Success Story

Maddox AI’s software, as well as the implementation of three individual camera systems, can reliably inspect surfaces, labels and imprints.
Consumer Goods
To Success Story

Keyence-Retrofit
Maddox AI can efficiently and reliably automate the inspection of surface defects, such as scratches, burns, or stripping cuts.
Automotive
To Success Story

Retrofit
By upgrading the existing camera system with Maddox AI’s software, the visual quality control of data cables is enhanced with AI-powered defect detection, making it not only more precise but also more consistent.
Electronics
To Success Story

Keyence-Retrofit
Maddox AI’s consistent, fully automated 100% quality inspection reliably detects defects in over 50 different product types.
Automotive
To Success Story

Maddox AI automates crack inspection of screw heads reliably and in real time. Even fine defects are detected precisely, while false rejects and manual re-sorting effort are significantly reduced.
Industry & Infrastructure
To Success Story

Maddox AI significantly reduces effort for weld and crack inspections on shipboard container cranes by automatically pre-sorting relevant damage sites and suspected defects.
Industry & Infrastructure
To Success Story

Keyence-Retrofit
Maddox AI retrofitted onto a Keyence system delivers robust 100% inline inspection of strip metal parts—catching slug marks, scratches, impact damage, and missing holes while cutting false rejects and manual readjustment.
Automotive
To Success Story

With Maddox AI, the labor-intensive manual visual inspection of punched parts is replaced by a scalable, AI-powered solution that delivers reliable results, reduces complaints, and enables significant personnel savings.
Automotive
To Success Story

Retrofit
Maddox AI automates 100% inline inspection of transmission housings and reliably detects defects such as chips, dents, cracks, porosity, missing material, scratches, contamination, and draw marks across multiple views.
Automotive
To Success Story

Maddox AI ensures stable and reliable surface inspection in foils production, preventing downtime and guaranteeing delivery capability at all times.
Food & Beverage
To Success Story

With Maddox AI, the inspection of medical microchips is carried out reliably and automatically—defects such as foreign particles, scratches, or overfilling are detected with precision. This ensures consistently high quality and maximum patient safety.
Electronics
To Success Story

With the use of Maddox AI, different capsule types can be reliably distinguished during a product changeover. This saves tens of thousands of capsules that were previously discarded as a precaution.
Food & Beverage
To Success Story

Maddox AI enables complete weld seam inspection on rainwater downpipes without having to rotate the component. This transforms the previously sample-based inspection into an efficient, automated process with high defect detection rates and significantly reduced personnel requirements.
Industry & Infrastructure
To Success Story

Maddox AI enables the reliable automation of surface inspections for metal objects, accurately detecting defects such as scratches and dents.
Automotive
To Success Story

Maddox AI enables the efficient and reliable automation of high-voltage cable inspections. It accurately detects and classifies surface defects such as holes, bubbles, weld marks, and other irregularities.
Energy Technology
To Success Story

Surface defects such as impurities, burrs and cracks on tips of syringes can now be reliably checked automatically with the help of Maddox AI.
Medical Devices & Pharma
To Success Story

Retrofit
Upgrading to Maddox AI Software optimized the existing camera system to the point that manual re-inspections became unnecessary. Maddox AI’s consistent, fully automated 100% quality inspection reliably detects defects such as wire breaks, knots, corrosion and many other types of defects.
Industry & Infrastructure
To Success Story

Thanks to Maddox AI’s device and software, incorrectly assembled components and other damages can be detected and tracked to a specific PCB.
Electronics
To Success Story

With Maddox AI, the visual inspection of dental implants is now fully automated. Critical defects such as foreign particles, scratches, or signs of corrosion are reliably detected to ensure the highest product quality and patient safety.
Medical Devices & Pharma
To Success Story

Whether cracks, chipping, or polishing defects — with Maddox AI, the visual inspection of SiC rings is carried out automatically, objectively, and efficiently, ensuring consistently high inspection accuracy even with large volumes.
Industry & Infrastructure
To Success Story

With Maddox AI, a centralized cloud platform was introduced where defect classes, reference standards (golden samples), and inspection rules are defined once and then deployed as identical inspection logic to every location.
Automotive
To Success Story

Maddox AI enables the reliable and automated identification of surface defects such as soiling, metallic abrasion, impact marks, scratches, chipping on ceramics and many other defects.
Energy Technology
To Success Story

Surface defects such as dents, burnt spots, or insulation faults can be reliably and automatically checked using Maddox AI.
Energy Technology
To Success Story

By integrating a rotating inspection cell with three cameras in combination with Maddox AI’s software, the plastic seals are reliably inspected 100% of the time.
Automotive
To Success Story

Maddox AI ensures that all relevant parts of a customer-specific order have been correctly mounted on a the customer’s tractor.
Industry & Infrastructure
To Success Story

Thanks to Maddox AI, the codes and labels on different cartons are reliably recognized, read, matched as well as rejected and re-evaluated in case of discrepancy.
Logistics
To Success Story

Keyence-Retrofit
By upgrading an existing Keyence vision system with Maddox AI, the quality inspection was taken to a new level. Thanks to Maddox AI, even the smallest defects in seals, pins, or plastic coatings of complex plastic–metal components can be reliably identified. The significant reduction in false rejects eliminated the need for manual re-inspections.
Electronics
To Success Story

Maddox AI enables the automated detection of typical coating defects such as scratches, inclusions, or paint residues – fully integrated into the customer’s existing robotic system.
Automotive
To Success Story

Keyence-Retrofit
Maddox AI enables reliable and fully automated visual inspection of filter components in high-volume automotive series production. Even defects that are difficult to detect and visually very similar to good parts can be identified precisely — while maintaining extremely short cycle times.
Automotive
To Success Story

Maddox AI’s fully automated 100% quality inspection reliably detects even the smallest defects on rubber parts with complex geometries.
Automotive
To Success Story

With Maddox AI, the inspection of bearing cages for industrial, railway, and maritime applications is now fully automated. Surface defects such as burrs, roughness, or material flaws are reliably detected—without manual inspectors and with consistently high inspection quality.
Industry & Infrastructure
To Success Story

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.
Automotive
To Success Story

Maddox AI automates the visual final inspection of pivot pins with high reliability and precision—even for complex surface geometries, demanding handling requirements, and zone-specific defect catalogs.
Automotive
To Success Story

Surface defects such as rust, stains, or chipping can be reliably identified with Maddox AI. This not only reduces customer complaints but also enables targeted optimizations in the manufacturing process.
Industry & Infrastructure
To Success Story

Retrofit
By integrating Maddox AI into the existing camera system, manual re-inspection of laser bars is significantly reduced, while detection quality is improved and the OK/NOK evaluation is standardized.
Industry & Infrastructure
To Success Story

Keyence-Retrofit
By upgrading to the Maddox AI software, an Keyence existing camera system was significantly improved. Pseudo-scrap was drastically reduced, eliminating the need for manual re-inspections and increasing process reliability.
Automotive
To Success Story

By combining an in-line inspection device with line-scan cameras and the Maddox AI software, sealing sheets are reliably and 100% inspected – even at high web speeds.
Industry & Infrastructure
To Success Story

Maddox AI’s fully automated quality inspection reliably detects various defects and impurities such as foreign bodies, bubbles, water droplets, hair and more.
Medical Devices & Pharma
To Success Story

Retrofit
Thanks to Maddox AI, a previously unstable inspection system was replaced with an AI-based solution that ensures reliable and continuous inspection of hoses after the extrusion process. By significantly reducing pseudo-scrap, manual effort, and recall actions, the cost efficiency of quality control was greatly improved.
Automotive
To Success Story

Maddox AI successfully automates the inspection of impact points, incorrectly mounted components and scratches on ball bearings.
Automotive
To Success Story

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.
Automotive
To Success Story

Maddox AI’s software, as well as the implementation of three individual camera systems, can reliably inspect surfaces, labels and imprints.
Consumer Goods
To Success Story

Keyence-Retrofit
Maddox AI can efficiently and reliably automate the inspection of surface defects, such as scratches, burns, or stripping cuts.
Automotive
To Success Story

Retrofit
By upgrading the existing camera system with Maddox AI’s software, the visual quality control of data cables is enhanced with AI-powered defect detection, making it not only more precise but also more consistent.
Electronics
To Success Story

Keyence-Retrofit
Maddox AI’s consistent, fully automated 100% quality inspection reliably detects defects in over 50 different product types.
Automotive
To Success Story

Maddox AI automates crack inspection of screw heads reliably and in real time. Even fine defects are detected precisely, while false rejects and manual re-sorting effort are significantly reduced.
Industry & Infrastructure
To Success Story

Maddox AI significantly reduces effort for weld and crack inspections on shipboard container cranes by automatically pre-sorting relevant damage sites and suspected defects.
Industry & Infrastructure
To Success Story

Keyence-Retrofit
Maddox AI retrofitted onto a Keyence system delivers robust 100% inline inspection of strip metal parts—catching slug marks, scratches, impact damage, and missing holes while cutting false rejects and manual readjustment.
Automotive
To Success Story

With Maddox AI, the labor-intensive manual visual inspection of punched parts is replaced by a scalable, AI-powered solution that delivers reliable results, reduces complaints, and enables significant personnel savings.
Automotive
To Success Story

Retrofit
Maddox AI automates 100% inline inspection of transmission housings and reliably detects defects such as chips, dents, cracks, porosity, missing material, scratches, contamination, and draw marks across multiple views.
Automotive
To Success Story

Maddox AI ensures stable and reliable surface inspection in foils production, preventing downtime and guaranteeing delivery capability at all times.
Food & Beverage
To Success Story

With Maddox AI, the inspection of medical microchips is carried out reliably and automatically—defects such as foreign particles, scratches, or overfilling are detected with precision. This ensures consistently high quality and maximum patient safety.
Electronics
To Success Story

With the use of Maddox AI, different capsule types can be reliably distinguished during a product changeover. This saves tens of thousands of capsules that were previously discarded as a precaution.
Food & Beverage
To Success Story

Maddox AI enables complete weld seam inspection on rainwater downpipes without having to rotate the component. This transforms the previously sample-based inspection into an efficient, automated process with high defect detection rates and significantly reduced personnel requirements.
Industry & Infrastructure
To Success Story

Maddox AI enables the reliable automation of surface inspections for metal objects, accurately detecting defects such as scratches and dents.
Automotive
To Success Story

Maddox AI enables the efficient and reliable automation of high-voltage cable inspections. It accurately detects and classifies surface defects such as holes, bubbles, weld marks, and other irregularities.
Energy Technology
To Success Story

Surface defects such as impurities, burrs and cracks on tips of syringes can now be reliably checked automatically with the help of Maddox AI.
Medical Devices & Pharma
To Success Story

Retrofit
Upgrading to Maddox AI Software optimized the existing camera system to the point that manual re-inspections became unnecessary. Maddox AI’s consistent, fully automated 100% quality inspection reliably detects defects such as wire breaks, knots, corrosion and many other types of defects.
Industry & Infrastructure
To Success Story

Thanks to Maddox AI’s device and software, incorrectly assembled components and other damages can be detected and tracked to a specific PCB.
Electronics
To Success Story

With Maddox AI, the visual inspection of dental implants is now fully automated. Critical defects such as foreign particles, scratches, or signs of corrosion are reliably detected to ensure the highest product quality and patient safety.
Medical Devices & Pharma
To Success Story

Whether cracks, chipping, or polishing defects — with Maddox AI, the visual inspection of SiC rings is carried out automatically, objectively, and efficiently, ensuring consistently high inspection accuracy even with large volumes.
Industry & Infrastructure
To Success Story

With Maddox AI, a centralized cloud platform was introduced where defect classes, reference standards (golden samples), and inspection rules are defined once and then deployed as identical inspection logic to every location.
Automotive
To Success Story

Maddox AI enables the reliable and automated identification of surface defects such as soiling, metallic abrasion, impact marks, scratches, chipping on ceramics and many other defects.
Energy Technology
To Success Story

Surface defects such as dents, burnt spots, or insulation faults can be reliably and automatically checked using Maddox AI.
Energy Technology
To Success Story

By integrating a rotating inspection cell with three cameras in combination with Maddox AI’s software, the plastic seals are reliably inspected 100% of the time.
Automotive
To Success Story

Maddox AI ensures that all relevant parts of a customer-specific order have been correctly mounted on a the customer’s tractor.
Industry & Infrastructure
To Success Story

Thanks to Maddox AI, the codes and labels on different cartons are reliably recognized, read, matched as well as rejected and re-evaluated in case of discrepancy.
Logistics
To Success Story

Keyence-Retrofit
By upgrading an existing Keyence vision system with Maddox AI, the quality inspection was taken to a new level. Thanks to Maddox AI, even the smallest defects in seals, pins, or plastic coatings of complex plastic–metal components can be reliably identified. The significant reduction in false rejects eliminated the need for manual re-inspections.
Electronics
To Success Story

Maddox AI enables the automated detection of typical coating defects such as scratches, inclusions, or paint residues – fully integrated into the customer’s existing robotic system.
Automotive
To Success Story

Keyence-Retrofit
Maddox AI enables reliable and fully automated visual inspection of filter components in high-volume automotive series production. Even defects that are difficult to detect and visually very similar to good parts can be identified precisely — while maintaining extremely short cycle times.
Automotive
To Success Story
Bismarckstraße 136, 72072 Tübingen
+49 159 01479 983
info@maddox.ai
Industries

We are ISO 27001 certified.
Bismarckstraße 136, 72072 Tübingen
+49 159 01479 983
info@maddox.ai
Industries

We are ISO 27001 certified.
Bismarckstraße 136, 72072 Tübingen
+49 159 01479 983
info@maddox.ai
Industries

We are ISO 27001 certified.