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With the advent of SAP HANA, operational data reporting has seen a remarkable transformation, laying the groundwork for Embedded Analytics. Transitioning to HANA-based systems has made it possible to conduct transactional and operational data reporting directly within ERP systems, bringing real-time data closer to business decisions. To fully leverage the power of SAP HANA's in-memory database, SAP introduced a groundbreaking innovation: Core Data Services (CDS).