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However, to gain a point-in-time visibility and understand the high-level operational aspects of any business, the historical data plays a vital role.
With the emergence of matured Relational Database Management Systems (RDBMS) in 1960s, engineers across various enterprises started architecting ways to copy the data from the transactional systems over to different databases via manual or automated mechanism and use it for reporting and analysis.
To enable enterprises to more easily take advantage of the benefits of a cloud data warehouse, Attunity provides technology for managing real-time data warehousing, automating data warehouse processes and testing data warehouse implementations.
Attunity enables universal data availability by replicating, synchronizing, consolidating and ingesting data across all major data warehouse solutions.
Hybrid Modeling is a combination of dimensional and 3NF architectures wherein, it encompasses an operational data store (ODS) in a normalized form and dimensional data marts that serves departmental reporting needs like sales data mart, finance data mart etc.
A well architected data warehouse serves as an extended vision for the enterprise where multiple departments can gain actionable insights to manage key business decisions that could drive operational excellence or revenue generating opportunities for the enterprise.
Regardless, many companies still struggle with harnessing the power of data value chain due to the bottlenecks introduced by using legacy tools or manual scripts.
historically however, that is just one form of a data warehouse.
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