Once the underlying knowledge and semantics are established, the common semantic layer have to be built-in with knowledge customers, resembling generative AI, BI, spreadsheets, and embedded analytics. Cube Cloud is a common semantic layer platform providing quite a few prebuilt integrations and a sturdy API suite so enterprises can mannequin knowledge as soon as and ship it anyplace. It additionally gives a number of developer instruments to make it simpler to collaborate and construct knowledge fashions, arrange caching and pre-aggregations, and preserve knowledge entry controls.
Benefits of a common semantic layer
With a common semantic layer, knowledge groups have extra governance and management, and — if carried out appropriately — finish customers get extra worth from knowledge and fewer misunderstandings amongst groups. This enhances effectivity and ensures that every one knowledge consumption locations are working with the identical, correct knowledge. So, regardless of if the information is being utilized by an individual a dashboard, or a big language mannequin that’s giving somebody solutions to questions, the information is constant.
All of this makes it simpler for knowledge groups to shortly ship knowledge to the varied customers they work with internally and externally. Data groups can simply replace or outline new metrics, design domain-specific views of information, and incorporate new sources of uncooked knowledge. They can also implement governance insurance policies, together with entry management, definitions, and efficiency.
