If some data elements are missing in FAW that exist in OTBI, which FAW feature supports both data movement and semantic model extensibility to provide missing data elements?

If some data elements are missing in FAW that exist in OTBI, which FAW feature supports both data movement and semantic model extensibility to provide missing data elements?

• A. Data Loader
• B. System Provided Tables
• C. Security Framework
• D. Data Augmentation

Answer: (D)

Data augmentation is about filling gaps by bringing in additional data and extending how that data is described and used in the semantic model. In FAW, this means you can move external data elements into the warehouse and at the same time extend the semantic model to map and expose those new elements as measures, dimensions, or attributes. So when some data elements that exist in OTBI are missing in FAW, data augmentation provides the mechanism to both load those elements and define their meaning within the FAW semantic layer, making them available for analysis and reporting. The other options don’t combine both aspects: data loader handles data movement without altering the semantic model; system provided tables are fixed, prebuilt structures; and the security framework governs access rather than data expansion.

Data augmentation is about filling gaps by bringing in additional data and extending how that data is described and used in the semantic model. In FAW, this means you can move external data elements into the warehouse and at the same time extend the semantic model to map and expose those new elements as measures, dimensions, or attributes. So when some data elements that exist in OTBI are missing in FAW, data augmentation provides the mechanism to both load those elements and define their meaning within the FAW semantic layer, making them available for analysis and reporting. The other options don’t combine both aspects: data loader handles data movement without altering the semantic model; system provided tables are fixed, prebuilt structures; and the security framework governs access rather than data expansion.