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We’re successfully optimizing work processes, reducing friction and improving sustainability for customers in different industries.
Discover all industriesAnomaly Detection
Detecting anomalies or outliers is essential to discover inefficiencies and opportunities for operational improvements. Powered by AI and Machine Learning, our cutting-edge Anomaly Detection solutions provide numerous benefits for your industry.
Finding unusual patterns with the help of AI
Anomalies or outliers are rare and unusual patterns that can occur in any data stream. We build AI-powered outlier detection systems that use Machine Learning techniques like deep learning for Anomaly Detection. While anomalies are not necessarily bad, recognising them and having data to put them into context is essential to protect and enhance your operation. Outliers can signal critical incidents happening, assist your team in discovering or preventing quality issues in the production process, help predict equipment failures or maintenance needs and reduce the amount of human inspection needed.
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"Artificial intelligence detecting anomalies" by Oskar Kokoschka
Enhancing quality, safety and efficiency
Anomaly detection algorithms are a powerful tool to identify suspicious incidents such as fraud or information security breaches, to help predict equipment failures or maintenance needs and to improve efficiency and the quality of production in various industries.
Optimize machine learning performance
Data anomalies can significantly affect the performance of machine learning algorithms if the anomalies are not handled in the data. Our AI-powered Anomaly Detection solutions can help to optimize their performance, ensuring that they provide more reliable and accurate predictions.
Improved decision-making through better data
By accurately identifying and addressing outliers, we help analysts to reduce noise and errors in the data set. Improved data quality will allow more accurate and reliable data analysis – and help you to make better decisions based on data.
Anomaly Detection in numbers
Anomaly Detection leverages machine learning to uncover hidden patterns and anomalies in your data, providing significant benefits across various industries. Our solutions enhance quality control, improve intrusion detection, and streamline inspections. These advantages are demonstrated through concrete results from our projects, showcasing improvements in identifying issues and boosting operational efficiency.
Innovative solutions grown by expertise
At craftworks, we offer comprehensive anomaly detection solutions tailored to your needs. Our services include detailed guidance on the applicability of these solutions to your use cases, in-depth feasibility studies, and prototype development to ensure potential business value early on. During deployment, we collaborate closely with you to ensure seamless integration with your IT infrastructure.
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Consultancy
Benefit from our consultancy services, where we provide expert advice and tailored anomaly detection solutions to meet your specific needs and challenges.
Co-Development
Engage in co-development projects with us to leverage our expertise and resources in anomaly detection, driving innovation and achieving mutual success.
Customized & Full Service
Experience customized, full-service anomaly detection solutions designed to address your unique requirements and provide comprehensive support throughout the development process.
Easily manage, deploy and monitor Machine Learning models
Easily manage, deploy and monitor Machine Learning models
navio is a simple, reliable and intuitive MLOps platform for navigating a company’s entire AI landscape. Simply focus on training machine learning models and let navio take care of the rest with a one-click deployment – saving you time and money.
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