What would it take for you to stop double checking a dashboard yourself?

I have tried a handful of tools over the years that promised to tell me what needed attention in the business. Every single one, I still opened the raw data myself afterward just to be sure. Not because the tool was wrong most of the time, it usually was not, but because I had no way to tell the times it was confident and right from the times it was confident and wrong. Genuinely asking, has anything actually earned enough trust that you stopped checking behind it, and what did that tool do differently.