Designing the Integrated Data Architecture

The foundation of any effective AIOps implementation is a robust and integrated data architecture. Without a unified view of operational data spanning your entire IT landscape, predictive analytics and automated remediation capabilities remain limited. This architecture serves as the central nervous system, collecting, processing, and delivering the diverse data streams required to understand system behavior and identify anomalies.

Designing this architecture begins with identifying all relevant data sources across your SAP environment and beyond. This includes performance metrics from SAP systems, logs from infrastructure components like servers and networks, and data from third-party monitoring tools or cloud providers. The goal is to break down data silos that hinder holistic operational visibility.