3 Modernizing data architectures is top of mind for many IT, data, and analytics leaders at organizations across every industry today. Providing users with the right data, at the right time, and in the right form is a requirement to improve an organization’s decision making processes. ‘Logical data warehouse’, ‘data fabric’, ‘data hub’, ‘lakehouse’, and ‘data mesh’ are just a few of the names for new modern data architecture paradigms that are currently being promoted as the way forward. These new architectures are focused on internal data sources across disparate data warehouses, data lakes, databases, data marts, and files located both on-premises and the cloud. Organizations need to implement robust data architectures with the right capabilities that align with business stra

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