Analytics Platforms Resources

One possible way to solve this would be to create Datasets with SQL - you can merely copy the SQL to form the new dataset. Once you have created the dataset, you can make a workbook from it and allow the business users the ability to manipulate in the "spreadsheet" format.

Hi George! Thanks for your question! Toucan has hundreds of connectors that bring in data from any type of data source. Our clients can also create their own connector if there's a need to adapt! Toucan also works with both real-time and loaded data as per our client's need. This decision often depends on the speed of processing. As a rule of thumb there should never be more than 2 seconds of waiting time for a screen to load, otherwise our analytics show that this affects adoption.

Analytics Platforms reviews on G2 treat warehouse integration as a given feature, but the post's Monday morning question points at something reviewers rarely address directly. Integration quality showing up under real query load rather than in a demo is exactly right, and the pattern across platforms like these tends to be that a modeling layer sitting on top of the warehouse, the way Looker's is described, holds up better under concurrent load than a tool that pulls data into its own cache first, since the warehouse itself becomes the bottleneck either way. Domo's pitch about connecting governed data without a migration step is worth testing specifically at peak hours, since no separate migration can mean live queries hitting the warehouse directly, which is great for freshness and rough on performance if a lot of dashboards refresh at once.

Tableau's on-premises option for stricter data residency needs is really a separate question from query performance, since where the deployment sits doesn't change how a live query behaves once several dashboards are pulling from the same warehouse simultaneously. The real signal for any of these is probably whether the team staggered dashboard refresh schedules to spread the load, or just let everyone hit refresh at the same time and hoped for the best.