Traditional image processing

Traditional image processing leads to significant ongoing costs

Complex user interface

Traditional image processing software is complex and requires deep technical expertise, as rules must be defined and inspection logic needs to be programmed.

High false rejection rates & slippage

Traditional machine vision software cannot handle typical production variances. Slightly different or reflective parts lead to high false rejection rates and slippage, resulting in significant additional costs.

Lack of real-time analytics

Traditional inspection systems focus on automating visual inspections – without providing valuable insights into the production process. Optimization potential remains untapped, and sources of errors are identified too late.

Maddox AI

Less (pseudo) scrap – no investment risk

Intuitive user interface

With Maddox AI, you can train reliable AI models for various use cases on a centralized platform—completely without technical expertise. Your image processing specialist will never be a bottleneck again.

> 80% reduction in false rejects and slippage

Our AI models can handle typical production variances and reliably distinguish between actual defects and other image variations (e.g., reflections). This helps you save on scrap and re-sorting costs.

Real-time insights for targeted production optimization

Maddox AI provides real-time insights into your production and highlights optimization potential. This allows you to detect problems early and take targeted countermeasures to minimize rejects.

Our Success Stories

Metal

Inspection of Ball Bearings

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98%

Time Saving for Recalibrations

> 90%

Less Pseudo Scrap

30 Parts/ min

Inspection Speed

Automotive

Inspection of Injection Molded Parts

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100%

Digitized Analyses

70%

Reduced Pseudo-Scrap

20 Mio.

Inspected Parts per Year

Energy Technology

Cable Inspection

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100%

End-to-End Solution

0 € Costs

For the expansion to additional defect classes

Up to
5 km / day

Inspection speed

Independently train AI models and seamlessly integrate them into production

The Maddox AI machine vision software gives you full control over your quality control process. Create high-quality datasets, train and evaluate your own AI models, and deploy them directly in production—all within a single platform.

 

Different people annotated the same image differently

Collaborative Data Annotation

With customizable workflows for efficient task distribution, you can annotate image data effortlessly and collaboratively. Intelligent tools and an intuitive interface ensure consistent annotations, leading to high-quality training data and precise AI models.

“With Maddox AI, we were able to annotate our data efficiently and accurately as a team. The label noise analysis and real-time collaboration significantly improved our workflow.”

Process Engineer

at Tier-1 Automotive supplier

Ensure Data Quality

Maddox AI provides powerful tools for the fast and precise creation of high-quality training data. This establishes the ideal foundation for reliable and consistent machine vision models in industrial image processing.

Inconsistent training data is the biggest risk for AI project failure. Maddox AI’s collaborative labeling tool helps us identify and correct inconsistent annotations. With the refined training dataset, we significantly improved our model performance.

Vincent Kertscher

Production Engineering Manager

Mouse click sorts defects according to size
Confusion matrix to evaluate AI model

Train and Test Models

With Maddox AI, you can effortlessly train and test your machine vision models yourself. The integrated test suite simulates model performance under real production conditions, allowing you to optimize detection accuracy and robustness before deployment in regular operations.

“The ability to test models before deployment allowed us to detect and, most importantly, fix issues like excessive false rejects early on”

Janina Mezger

Qualification & Validation Engineer

Deploy Models and Monitor Production

With Maddox AI, you can deploy your machine vision models to production with a single click. Enhance your visual inspection with precise AI-powered defect detection and benefit from efficient, automated quality control software.

”Training and deploying AI models was incredibly easy. With Maddox AI, we brought our model into production with a single click while ensuring that only authorized users could make updates”

Jan Struhar

Managing Director

Mouse click deploys an AI-model to production

Real-Time Insights to Optimize Production Processes

Real-Time Insights to Optimize Production Processes

Dashboard with relevant KPIs for production quality

Real-time Monitoring

Keep a constant eye on your production processes and instantly identify optimization opportunities. Our analytics help detect issues early, reduce false rejects, and sustainably improve manufacturing efficiency.

With real-time monitoring, we always have a clear view of our production quality and can immediately react to deviations while continuously optimizing our processes.

Thorben Priester

Quality Assurance Specialist

Heatmap shows where defects occur frequently

Quickly Identify Scrap Causes

The defect heatmap helps us identify structural and recurring errors. We use this feedback to adjust our injection molding process and minimize scrap costs.

“The defect heatmap helps us identify structural and recurring errors. We use this feedback to adjust our injection molding process and minimize scrap costs.”

Jorg Schöniger

Manager Manufacturing Molding

Maddox AI offers the right solution for every use case

self service software

Independent development

Self-service

With our intuitive software, you can independently train and implement AI models.

Retrofit hardware

Retrofitting an existing system

Retrofit

We upgrade your existing solution with our software and AI models.

Risk free test phase

Pay only when your goals are met

Maddox AI Hardware

Complete solution

End-to-End

We develop the hardware and train the AI. You receive a fully integrated and ready-to-use solution.

Risk free test phase

Pay only when your goals are met

Affiliated with

Karsten Jäger
Senior Account Executive

Would you like to learn more about our solution?  – Test for free now!

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