ThoughtSpot for the Win

It's great and easy to use, and only takes about a week to get up to speed on it. There are some icons/buttons and terminology that is specific to ThoughtSpot that might confuse a user but once you learn what it is, you're full speed. Setting up liveboards might take some time, but once they're set up, you can use those as your standards and just copy/clone from those to make adjustments.

ThoughtSpot is best suited to analyzing and visualizing data sets where you want to be able to drill down and dissect the data in different ways, but you may not necessarily be sure how to set it up to do that, since ThoughtSpot takes care of the drill down hierarchy that normally needs to be set up in advance. That way you can slice and dice data to suit your business questions. Scenarios where it's not appropriate is if you have data distributed over multiple databases and you want to bring it all together. That can be a challenge.