Task Sat in New too Long

I have many tasks that launch at around 12AM each day. Mostly, these tasks are routine data exports. But Many of the tasks that launch each night fail out while sitting in the new category. These tasks are failing out very quickly after the tasks are started up.

Last night we had 79 of 130 tasks fail. Is this a high error rate? It seems really high. This is happening every night and I have exhausted my and my IT teams capacity to troubleshoot. Any recommendations?