Part 5/11:
Different departments or regions often develop their own datasets and dashboards, creating isolated pockets of information. To maximize value, organizations must foster integration—breaking down silos by creating a unified data environment that allows diverse units to share insights seamlessly.
2. Data Definition and Standardization
Data points like product names, categories, or metrics often vary across geographies and functions. Establishing clear data definitions and master data management is essential for coherence. Creating standard nomenclatures and agreed-upon data meanings ensures everyone speaks the same language.