Sanity check for me is what every company in almost every field do. Basically the main reason for interviews to exists. To confirm that what's on the CV and so on seem accurate using an in-person interview.

Assuming that you're American, what do you even mean by the risk of a trial? Aren't you guys on a permanent trial period with your labour laws?