ONE LOGIC developed a centralized “Anomaly Detection App” divided into the components “Audit”, “Process Analysis”, “Generic Clustering”, “Text Mining” and “Time-Series Analysis”, which provides the solution for the customer. Based on advanced AI algorithms, the application identifies unknown anomalies almost in real time. “Audit”, for example, detects instances of non-compliance and mismatch, while “Process Analysis” alerts the user to high costs, process deviations and long lead times. “Generic Clustering” and text analysis uncover errors and anomalous behavior. “Time-Series Analysis” shows KPI fluctuations over multiple periods.
The application can be quickly connected to existing SAP systems via the Data Product Platform ONE DATA and works with standard tables. A conversion layer automatically converts data into standard functions and feeds them into the algorithm. This can be efficiently adapted through extensions and the scalable architecture and expanded to new application areas.
Through advanced algorithms and central management of all use cases, the application enables continuous monitoring of risks – at scale and while significantly reducing manual effort. Automated pipeline and quality- assurance measures make monitoring, ad-hoc analysis, and auditing effortless.