When I connect to a certain SQL database using ArcMap I get a total of 3 spatial layers brought in.

However when I connect to the same database with the same credentials using Excel or Power BI I get a large amount of tables instead (non-spatial data).

Is it possible to connect to these tables somehow using ArcMap or Catalog?
Thanks, Rob