We are introducing a new architecture framework for Cognigy Insights, which significantly enhances the application’s data processing capacity. This upgraded framework not only improves overall performance but also minimizes loading times for report data. To use this framework, migration is required.The migration to the new framework isn’t linked to a specific release. We will start with a few SaaS customers, inform them, and provide assistance for migration. For on-premises customers, the migration guide will be provided soon.Afterward, we will migrate the remaining SaaS customers.
Data Management
Data Pre-Aggregation
Data pre-aggregation in Cognigy Insights pre-computes tables for faster report visualization, reducing query times and enabling instant filter application.
Data pre-aggregation is a specific type of data aggregation that optimizes query performance and reduces computational resources by aggregating data before it’s stored.
After migrating to the new framework, Insights uses pre-aggregation,
which means that it generates pre-aggregated tables based on raw data.
This approach enables instant visualization of charts on reports, even when applying filters.
Updating pre-aggregated tables takes some time, so despite the fact that data on reports is always displayed,
data refreshing may take some time depending on the source data.
An estimated data refresh time will be indicated on your report in the Insights UI and can take up to 2 hours.
Last modified on August 24, 2026