METRICS CATALOG - ENABLING REUSABILITY AND CONSISTENCY IN ENTERPRISE ANALYTICS

This paper explores the concept and implementation of a metrics catalog as a critical component in ensuring reusability and consistency in enterprise analytics. As organizations grapple with increasing data volumes and diverse analytical needs, maintaining consistent definitions and calculations for key business metrics becomes paramount. We examine how a centralized metrics catalog can serve as a single source of truth, fostering collaboration between data producers and consumers while reducing redundancy and inconsistencies. Key aspects discussed include metadata management, version control, data lineage tracking, and integration with existing data governance frameworks. The paper also addresses challenges in adoption and strategies for successful implementation across large-scale enterprises.