Leading companies are already using Maddox AI
Intuitive to use
With Maddox AI, you train reliable AI models for a wide range of use cases in one central platform—no technical background required. Your machine-vision expert will never be the bottleneck again.
>80% fewer false rejects and escapes
Our AI models handle typical production variability and reliably distinguish real defects from other image changes (e.g., reflections). This reduces scrap and rework/sorting costs.
Real-time insights for targeted process optimization
Maddox AI provides real-time visibility into your production and highlights optimization opportunities. Spot issues early and take targeted action to minimize waste.
Every provider of industrial cameras and machine-vision software offers AI features today. All of these AI systems have their place—but not every AI approach can solve every inspection challenge.
Smart Cameras
Best for simple applications
Smart cameras (e.g., Keyence IV Series or Cognex In- Sight) are great entry-level solutions for straightforward use cases such as part verification or assembly checks. Their often-used anomaly- detection approach is quick to set up, but it reaches its limits on highly variable surfaces—leading to false rejects and higher ongoing maintenance effort.

Standard AI systems
Powerful in theory, often prone to false rejects in practice
More advanced AI systems (e.g., Keyence VS or Cognex ViDi) use segmentation and object-detection models and can cover more complex inspection tasks. However, if training data is inconsistent, false rejects and escape risks can still occur. The result is rising complaint and warranty costs—especially in complex surface inspection with many defect classes.

Maddox AI
Reliably solves even complex applications
Smart cameras (e.g., Keyence IV Series or Cognex In- Sight) are great entry-level solutions for straightforward use cases such as part verification or assembly checks. Their often-used anomaly- detection approach is quick to set up, but it reaches its limits on highly variable surfaces—leading to false rejects and higher ongoing maintenance effort.
Supported AI Models
Inspection
Analytics & Monitoring
Maintenance & Support
*Limited functionality

Reliable automation
With Maddox AI, you train reliable AI models for a wide range of use cases in one central platform—no technical expertise required.
Optimal training datasets: The Maddox AI platform helps you create consistent datasets—the foundation for high-performance AI models.
Guaranteed inspection success: If the AI models don’t perform as promised, there are no costs.
Learn across systems: With a central platform, multiple inspection stations learn from each other. Data silos are a thing of the past.
Always up to date at no extra cost
You always work with the latest version and all features for modern quality inspection—at no additional cost. With cloud training and local inference, updating AI models causes no production downtime.
Free updates: All customers benefit from new features and algorithms at no extra cost.
Free retraining: If products change or new defect classes are added, your model is simply extended—no new project needed.
Support included: With our support, you always get the maximum out of our software.
KPI Alignment
Free
Hardware-Installation
Free
Data Collection & ModelDevelopment
Free
Model Evaluation &Subscription
KPI-Based Purchase
Model Deployment &Further Development
Annual SaaS Fee
Maddox AI takes on the full investment risk: once we define the KPIs together, we develop the solution for you. You only pay when the system runs flawlessly and delivers real value.
Put an end to false rejects and escapes




