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We’re successfully optimizing work processes, reducing friction and improving sustainability for customers in different industries.
Discover all industriesAnomaly Detection with AI
Anomalies and outliers show where processes deviate from the norm. Detecting them early reveals inefficiencies and improvement potential before they turn into problems. Our anomaly detection solutions use AI and machine learning to find unusual patterns in your process and sensor data.
Finding unusual patterns with the help of AI
Anomalies are rare and unusual patterns that can occur in any data stream. We detect them precisely with AI systems based on machine learning and deep learning. Anomalies are not necessarily negative. What matters is detecting them early and putting them in the right context. In production, outliers help avoid quality issues, identify critical events, and predict equipment failures or maintenance needs. This cuts maintenance work significantly.
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"Artificial intelligence detecting anomalies" AI-generated artwork inspired by the style of Oskar Kokoschka
More quality, safety, and efficiency
Anomaly detection algorithms increase the efficiency and quality of production across industries. They predict equipment failures and maintenance needs. Suspicious activities such as fraud or security breaches can also be detected.
More reliable machine learning models
Data anomalies can significantly reduce the performance of machine learning models if left untreated. Our anomaly detection solutions filter out these outliers. Predictions become more reliable and more accurate as a result.
Better decisions through better data
We identify and clean outliers precisely, reducing noise and errors in your data. Higher data quality leads to more accurate analyses and better data-driven decisions.
Anomaly Detection in numbers
Our machine learning solutions uncover hidden patterns and anomalies in your data. The results are reflected in concrete project figures, from quality control to security.
Experience from industrial projects
craftworks develops anomaly detection solutions aligned with your requirements. From consulting through feasibility studies to a prototype, we make the business value visible early. During implementation, we work closely with your team so the solution fits cleanly into your existing IT infrastructure.
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Consultancy
We advise you based on experience from delivered projects and develop an approach that fits your requirements and challenges.
Co-Development
Your process knowledge, our AI expertise. In co-development projects, we build the solution together with your team.
Customized & Full Service
We develop the solution individually for your use case and support you throughout the entire development process.
Effortlessly detect anomalies in real-time
Effortlessly detect anomalies in real-time
navio VISION is an AI-powered visual inspection software that detects defects and anomalies in real-time, helping you catch issues before they escalate. Automate quality control to enhance efficiency, minimize waste, and transform your production line effortlessly.
More about navio VISION:quality(80))
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Frequently Asked Questions About Anomaly Detection
What is anomaly detection?
Anomaly detection finds rare and unusual patterns in data. Such outliers can occur in any data stream, for example in sensor or process data from production. AI-based systems detect these patterns automatically and place them in the context of your processes.
Which methods does AI-based anomaly detection use?
What is anomaly detection used for?
What is the difference between anomaly detection and predictive maintenance?
Are anomalies always a problem?
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