Once deployed, Kyvos uses the computing capacity of modern data platforms to process multi-dimensional semantic models on data at a massive scale. These semantic models pre-aggregate data across multiple dimensions and measures and are stored in a distributed manner across the data infrastructure. As all the heavy lifting is done in advance, these models provide instant responses to queries, enabling quick data analysis. In addition, Kyvos maintains the native data security layer through the semantic models at the storage layer itself, ensuring that users only see the data to which they have access. 

The following figure illustrates a high-level Kyvos architecture. 

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