There is more than one way to retrieve data from AQUARIUS Samples. This presentation will introduce you to the AQS APIs and Dremio. We will connect Excel to the AQS APIs to create ‘live’ workbooks that can be refreshed. We will use Dremio to perform national scale queries in a data lakehouse and discuss sharing common queries for all to use.