Anomaly Detection

Anomaly Detection is based on AI and Data Science solutions. It utilizes innovative Machine Learning techniques and statistical algorithms to analyze large amounts of data for unusual patterns or deviations. These systems are capable of learning on their own and adapting their behavior to become increasingly better at recognizing deviations from the normal data flow over time. AI-supported Anomaly Detection can also be combined with other technologies such as text analysis, image processing, and time series analysis. In this way, it enables a comprehensive, automated review of your data, which can no longer be accomplished by humans alone. The applications that paiqo provides for this purpose are, of course, customized to the needs of your company and implemented with minimal disruption during ongoing operations.

Anomaly Detection systems automate the enhancement of a company's competitiveness and can even adapt independently to market conditions when properly configured. That is why they are already being used in a wide variety of industries—everywhere companies have understood the tremendous competitive advantage that AI-supported and data-driven anomaly detection opens up. Take, for example, the finance industry: In this field, Anomaly Detection contributes to the detection of fraudulent activities. By identifying unusual patterns in transaction data, such as sudden large withdrawals or unusual changes in location, suspicious activities can be quickly detected and stopped. IT also benefits: Here, our systems identify cyberattacks such as DDoS attacks or attempts by external hackers to penetrate your data infrastructure. As for the manufacturing industry, Anomaly Detection is used to recognize machine behavior that indicates an impending failure, such as unusual vibrations, temperatures, or noise developments. Coupled with the appropriate sensors, Anomaly Detection applications are unmatched by even the most sensitive human eyes and ears.

Entrusting paiqo with the planning, implementation, and ongoing improvement of AI, Analytics, and Machine Learning solutions you can rely on a proven partner. Where other providers merely advise, mostly leaving implementation to a third party and application to your own team, we offer you comprehensive expertise from a single source. With a step-by-step and transparent concept, we support you with the necessary knowledge, the most innovative technology, installation services, and commissioning. And whenever you need further support, we are always available for you.

This is how AI is done – with paiqo!